Multiobjective evolutionary algorithm test suites
Proceedings of the 1999 ACM symposium on Applied computing
How neutral networks influence evolvability
Complexity
The SEMINAL workshop: reformulating software engineering as a metaheuristic search problem
ACM SIGSOFT Software Engineering Notes
Simulated Evolution and Learning: An Introduction
Applied Intelligence
Applied Intelligence
A Review of the “Advances in Genetic Programming” Series (Volumes 1, 2 and 3)
Genetic Programming and Evolvable Machines
Genetic Programming and Evolvable Machines
Graph Coloring with Adaptive Evolutionary Algorithms
Journal of Heuristics
UEGO, an Abstract Clustering Technique for Multimodal Global Optimization
Journal of Heuristics
Reliability and Performance of UEGO, a Clustering-based Global Optimizer
Journal of Global Optimization
Improving flexibility and efficiency by adding parallelism to genetic algorithms
Statistics and Computing
Crossover in Grammatical Evolution
Genetic Programming and Evolvable Machines
Embedding Branch and Bound within Evolutionary Algorithms
Applied Intelligence
Theoretical Computer Science - Natural computing
A Memetic Algorithm Guided by Quicksort for the Error-Correcting Graph Isomorphism Problem
Proceedings of the Applications of Evolutionary Computing on EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN
The Advantages of Landscape Neutrality in Digital Circuit Evolution
ICES '00 Proceedings of the Third International Conference on Evolvable Systems: From Biology to Hardware
Cellular Evolutionary Algorithms: Evaluating the Influence of Ratio
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Using Dynastic Exploring Recombination to Promote Diversity in Genetic Search
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Practical Implications of New Results in Conservation of Optimizer Performance
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Towards Automatic Domain Knowledge Extraction for Evolutionary Heuristics
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Functions as Permutations: Regarding No Free Lunch, Walsh Analysis and Summary Statistics
PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature
Adaptive Reservoir Genetic Algorithm with On-Line Decision Making
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Meta-heuristics: The State of the Art
ECAI '00 Proceedings of the Workshop on Local Search for Planning and Scheduling-Revised Papers
A Methodology for the Statistical Characterization of Genetic Algorithms
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Using Statistical Techniques to Predict GA Performance
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
Notes on Medical Decision Model Creation
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
A Time-Sensitive System for Black-Box Combinatorial Optimization
ALENEX '02 Revised Papers from the 4th International Workshop on Algorithm Engineering and Experiments
IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence
Design of structural modular neural networks with genetic algorithm
Advances in Engineering Software
On different facets of regularization theory
Neural Computation
A recursive random search algorithm for large-scale network parameter configuration
SIGMETRICS '03 Proceedings of the 2003 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
ICAL 2003 Proceedings of the eighth international conference on Artificial life
Neutrality and self-adaptation
Natural Computing: an international journal
Sequential and distributed evolutionary algorithms for combinatorial optimization problems
Recent advances in intelligent paradigms and applications
Smoothness, ruggedness and neutrality of fitness landscapes: from theory to application
Advances in evolutionary computing
Advances in evolutionary computing
On classes of functions for which No Free Lunch results hold
Information Processing Letters
Mapping the royal road and other hierarchical functions
Evolutionary Computation
An analysis of Gray versus binary encoding in genetic search
Information Sciences: an International Journal - Special issue: Evolutionary computation
Basic principles for understanding evolutionary algorithms
Fundamenta Informaticae
Optimality of universal Bayesian sequence prediction for general loss and alphabet
The Journal of Machine Learning Research
A Tabu-Search Hyperheuristic for Timetabling and Rostering
Journal of Heuristics
Self Generating Metaheuristics in Bioinformatics: The Proteins Structure Comparison Case
Genetic Programming and Evolvable Machines
Rule extraction: using neural networks or for neural networks?
Journal of Computer Science and Technology
Genetic Programming and Evolvable Machines
Minority report in fraud detection: classification of skewed data
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Evolvable computing by means of evolvable components
Natural Computing: an international journal
Evolutionary Scheduling: A Review
Genetic Programming and Evolvable Machines
Visualizing Tree Structures in Genetic Programming
Genetic Programming and Evolvable Machines
An enhanced approach for shape optimization using an adaptive algorithm
Finite Elements in Analysis and Design
Exploring extended particle swarms: a genetic programming approach
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Bayesian optimization models for particle swarms
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Evolutionary optimization of dynamic control problems accelerated by progressive step reduction
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Matching Stochastic Algorithms to Objective Function Landscapes
Journal of Global Optimization
Evolutionary Computation
Multiobjective Evolutionary Algorithms: Analyzing the State-of-the-Art
Evolutionary Computation
Fitness Landscapes, Memetic Algorithms, and Greedy Operators for Graph Bipartitioning
Evolutionary Computation
Properties of Gray and Binary Representations
Evolutionary Computation
Space Complexity of Estimation of Distribution Algorithms
Evolutionary Computation
Evolving Evolutionary Algorithms Using Linear Genetic Programming
Evolutionary Computation
IEEE Transactions on Parallel and Distributed Systems
No Free Lunch for Noise Prediction
Neural Computation
An effective hybrid genetic algorithm for flow shop scheduling with limited buffers
Computers and Operations Research
A comparative study of differential evolution variants for global optimization
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A hybridized genetic parallel programming based logic circuit synthesizer
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Convergence to global optima for genetic programming systems with dynamically scaled operators
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Proceedings of the 8th annual conference on Genetic and evolutionary computation
The no free lunch and realistic search algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Classes of problems in the black box scenario
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A representational ecology for learning classifier systems
Proceedings of the 8th annual conference on Genetic and evolutionary computation
How autonomy oriented computing (AOC) tackles a computationally hard optimization problem
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
A general framework for statistical performance comparison of evolutionary computation algorithms
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Subthreshold-seeking local search
Theoretical Computer Science - Foundations of genetic algorithms
Efficient parallel LAN/WAN algorithms for optimization: the MALLBA project
Parallel Computing
Optimization, block designs and no free lunch theorems
Information Processing Letters
OPEDo: a tool framework for modeling and optimization of stochastic models
valuetools '06 Proceedings of the 1st international conference on Performance evaluation methodolgies and tools
Nonuniform sampling for global optimization of kinetic rate constants in biological pathways
Proceedings of the 38th conference on Winter simulation
Multi-sensor fusion: an Evolutionary algorithm approach
Information Fusion
Artificial Intelligence
Evolving combinatorial problem instances that are difficult to solve
Evolutionary Computation
Building bridges: the role of subfields in metaheuristics
ACM SIGEVOlution
A distributed multicast routing algorithm for real-time applications in wide area networks
Journal of Parallel and Distributed Computing
Information Sciences: an International Journal
Evolving evolutionary algorithms using evolutionary algorithms
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Observing the swarm behaviour during its evolutionary design
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Is the island model fault tolerant?
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Genetically designed heuristics for the bin packing problem
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
An information perspective on evolutionary computation
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
A flexible registration and evaluation engine (f.r.e.e.)
Computer Methods and Programs in Biomedicine
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Overcoming hierarchical difficulty by hill-climbing the building block structure
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Best SubTree genetic programming
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Multi-method learning and assimilation
Robotics and Autonomous Systems
EURASIP Journal on Applied Signal Processing
Theoretical Computer Science
A comparative study of stochastic optimization methods in electric motor design
Applied Intelligence
Application areas of AIS: The past, the present and the future
Applied Soft Computing
Adaptive population-based search: Application to estimation of nonlinear regression parameters
Computational Statistics & Data Analysis
Adaptive extremal optimization by detrended fluctuation analysis
Journal of Computational Physics
Universal Intelligence: A Definition of Machine Intelligence
Minds and Machines
Algebraic theory of recombination spaces
Evolutionary Computation
On the futility of blind search: An algorithmic view of “no free lunch”
Evolutionary Computation
Adapting operator settings in genetic algorithms
Evolutionary Computation
Scalability problems of simple genetic algorithms
Evolutionary Computation
From dynamic classifier selection to dynamic ensemble selection
Pattern Recognition
From dynamic classifier selection to dynamic ensemble selection
Pattern Recognition
Computers and Industrial Engineering
Adaptive constriction factor for location-related particle swarm
EC'07 Proceedings of the 8th Conference on 8th WSEAS International Conference on Evolutionary Computing - Volume 8
Agile optimization for coercion
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Web process and workflow path mining using the Multimethod approach
International Journal of Business Intelligence and Data Mining
MALLBA: a software library to design efficient optimisation algorithms
International Journal of Innovative Computing and Applications
Grasp recognition for uncalibrated data gloves: A machine learning approach
Presence: Teleoperators and Virtual Environments
Dynamic populations in genetic algorithms
Proceedings of the 2008 ACM symposium on Applied computing
A 'No Panacea Theorem' for classifier combination
Pattern Recognition
A comprehensive analysis of hyper-heuristics
Intelligent Data Analysis
Solving real school timetabling problems with meta-heuristics
AMCOS'05 Proceedings of the 4th WSEAS International Conference on Applied Mathematics and Computer Science
A genetic algorithm calibration method based on convergence due to genetic drift
Information Sciences: an International Journal
A general framework for statistical performance comparison of evolutionary computation algorithms
Information Sciences: an International Journal
Engineering Applications of Artificial Intelligence
Parameter Mapping: A genetic programming approach to function optimization
International Journal of Knowledge-based and Intelligent Engineering Systems - Genetic Programming An Emerging Engineering Tool
Search based software testing of object-oriented containers
Information Sciences: an International Journal
Unified eigen analysis on multivariate Gaussian based estimation of distribution algorithms
Information Sciences: an International Journal
Differential evolution with dynamic stochastic selection for constrained optimization
Information Sciences: an International Journal
What else is the evolution of PSO telling us?
Journal of Artificial Evolution and Applications - Particle Swarms: The Second Decade
Dynamics and stability of the sampling distribution of particle swarm optimisers via moment analysis
Journal of Artificial Evolution and Applications - Particle Swarms: The Second Decade
Mindful: A framework for Meta-INDuctive neuro-FUzzy Learning
Information Sciences: an International Journal
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Multi-task code reuse in genetic programming
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
An information perspective on evolutionary computation
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
A no-free-lunch framework for coevolution
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Investigating restricted tournament replacement in ECGA for non-stationary environments
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Focused no free lunch theorems
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Towards unbiased benchmarking of evolutionary and hybrid algorithms for real-valued optimisation
Connection Science - Evolutionary Learning and Optimisation
A-Brain: a general system for solving data analysis problems
Journal of Experimental & Theoretical Artificial Intelligence
Using traceless genetic programming for solving multi-objective optimization problems
Journal of Experimental & Theoretical Artificial Intelligence
An extended class of multilayer perceptron
Neurocomputing
The role of predictability of financial series in emerging market applications
MCBE'08 Proceedings of the 9th WSEAS International Conference on Mathematics & Computers In Business and Economics
A new approach to estimating the expected first hitting time of evolutionary algorithms
Artificial Intelligence
Improving SVM Performance Using a Linear Combination of Kernels
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Computational Intelligence and Security
Semantic Process Retrieval with iSPARQL
ESWC '07 Proceedings of the 4th European conference on The Semantic Web: Research and Applications
Anticipating Rewards in Continuous Time and Space: A Case Study in Developmental Robotics
Anticipatory Behavior in Adaptive Learning Systems
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Fractal Dimension of Trajectory as Invariant of Genetic Algorithms
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
A Parallel Multi-algorithm Solver for Dynamic Multi-Objective TSP (DMO-TSP)
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Design of Experiments in Computational Intelligence: On the Use of Statistical Inference
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Replacement strategies to preserve useful diversity in steady-state genetic algorithms
Information Sciences: an International Journal
A graphical model for evolutionary optimization
Evolutionary Computation
An autonomous GP-based system for regression and classification problems
Applied Soft Computing
Large-scale network parameter configuration using an on-line simulation framework
IEEE/ACM Transactions on Networking (TON)
Cross-disciplinary perspectives on meta-learning for algorithm selection
ACM Computing Surveys (CSUR)
Iterative feature construction for improving inductive learning algorithms
Expert Systems with Applications: An International Journal
The role of predictability of financial series in emerging market applications
WSEAS Transactions on Mathematics
Unsupervised Classifier Selection Based on Two-Sample Test
DS '08 Proceedings of the 11th International Conference on Discovery Science
Diversity of ability and cognitive style for group decision processes
Information Sciences: an International Journal
Computers and Operations Research
Meta-Modeling in Multiobjective Optimization
Multiobjective Optimization
Adaptive parameter control of evolutionary algorithms to improve quality-time trade-off
Applied Soft Computing
Scaling of program functionality
Genetic Programming and Evolvable Machines
Intentional learning agent architecture
Autonomous Agents and Multi-Agent Systems
An Island Based Hybrid Evolutionary Algorithm for Optimization
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Information Theoretic Classification of Problems for Metaheuristics
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
Attributes of Dynamic Combinatorial Optimisation
SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning
A Self-adaptive Evolutionary Programming Based on Optimum Search Direction
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Combine LHS with MOEA to Optimize Complex Pareto Set MOPs
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Evolutionary Computation
A comparative study of genetic algorithm components in simulation-based optimisation
Proceedings of the 40th Conference on Winter Simulation
Studies In Biologically Inspired Computing
Journal of Integrated Design & Process Science
Targeting spam control on middleboxes: Spam detection based on layer-3 e-mail content classification
Computer Networks: The International Journal of Computer and Telecommunications Networking
Mining extremely small data sets with application to software reuse
Software—Practice & Experience
Black-box search by elimination of fitness functions
Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms
Unbiased coevolutionary solution concepts
Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms
Monotonicity versus performance in co-optimization
Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms
A gaussian random field model of smooth fitness landscapes
Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms
Free lunches for function and program induction
Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms
A multi-objective evolutionary algorithm for examination timetabling
Journal of Scheduling
GSA: A Gravitational Search Algorithm
Information Sciences: an International Journal
Evolution of Search Algorithms Using Graph Structured Program Evolution
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
Automatic Creation of Taxonomies of Genetic Programming Systems
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
There Is a Free Lunch for Hyper-Heuristics, Genetic Programming and Computer Scientists
EuroGP '09 Proceedings of the 12th European Conference on Genetic Programming
EMO '09 Proceedings of the 5th International Conference on Evolutionary Multi-Criterion Optimization
Balanced Explorative and Exploitative Search with Estimation for Simulation Optimization
INFORMS Journal on Computing
Adaptation in differential evolution: A numerical comparison
Applied Soft Computing
Space transformation search: a new evolutionary technique
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Problem difficulty analysis for particle swarm optimization: deception and modality
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Association based immune network for multimodal function optimization
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Advanced Engineering Informatics
Three interconnected parameters for genetic algorithms
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Functional modularity for genetic programming
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Free lunches for neural network search
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A memetic algorithm and a parallel hyperheuristic island-based model for a 2D packing problem
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Bringing evolutionary computation to industrial applications with guide
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Free lunches in pareto coevolution
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
An information perspective on evolutionary computation
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
A GA(TS) Hybrid Algorithm for Scheduling in Computational Grids
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
MUSP'09 Proceedings of the 9th WSEAS international conference on Multimedia systems & signal processing
Estimating Bounds on Expected Plateau Size in MAXSAT Problems
SLS '09 Proceedings of the Second International Workshop on Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics
Evolutionary design of Evolutionary Algorithms
Genetic Programming and Evolvable Machines
Natural Computing: an international journal
Collaboration of Metaheuristic Algorithms through a Multi-Agent System
HoloMAS '09 Proceedings of the 4th International Conference on Industrial Applications of Holonic and Multi-Agent Systems: Holonic and Multi-Agent Systems for Manufacturing
Information Sciences: an International Journal
Fitness landscape analysis for resource allocation in multiuser OFDM based cognitive radio systems
ACM SIGMOBILE Mobile Computing and Communications Review
An unorthodox introduction to Memetic Algorithms
ACM SIGEVOlution
Learning to play using low-complexity rule-based policies: illustrations through Ms. Pac-Man
Journal of Artificial Intelligence Research
Designing neural networks for tackling hard classification problems
WSEAS TRANSACTIONS on SYSTEMS
A hybrid immune simulated annealing algorithm for the job shop scheduling problem
Applied Soft Computing
A generic optimizer interface for programming-free optimization systems
Advances in Engineering Software
Solving weighted constraint satisfaction problems with memetic/exact hybrid algorithms
Journal of Artificial Intelligence Research
Fusion of soft computing and hard computing for large-scale plants: a general model
Applied Soft Computing
Proceedings of the 2009 International Conference on Hybrid Information Technology
An iterative distributed algorithm for multi-constraint multicast routing
Computer Communications
Accuracy of intelligent medical systems
Computer Methods and Programs in Biomedicine
Autonomous evolutionary algorithm in medical data analysis
Computer Methods and Programs in Biomedicine
Self-adaptive multimethod search for global optimization in real-parameter spaces
IEEE Transactions on Evolutionary Computation
A genetic algorithm that adaptively mutates and never revisits
IEEE Transactions on Evolutionary Computation
A probabilistic memetic framework
IEEE Transactions on Evolutionary Computation
Optimal contraction theorem for exploration-exploitation tradeoff in search and optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
Conservation of information in search: measuring the cost of success
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
ASC '07 Proceedings of The Eleventh IASTED International Conference on Artificial Intelligence and Soft Computing
Industrial strength COMPASS: A comprehensive algorithm and software for optimization via simulation
ACM Transactions on Modeling and Computer Simulation (TOMACS)
A survey and taxonomy of performance improvement of canonical genetic programming
Knowledge and Information Systems
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
On the selection of a platonic solid for mesh segmentation
INES'09 Proceedings of the IEEE 13th international conference on Intelligent Engineering Systems
Diversity enhanced particle swarm optimizer for global optimization of multimodal problems
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Quality measures to adapt the participation in MOS
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Quantifying ruggedness of continuous landscapes using entropy
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Evolutionary automata as foundation of evolutionary computation: Larry Fogel was right
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A statistical study of the differential evolution based on continuous generation model
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Particle swarm CMA evolution strategy for the optimization of multi-funnel landscapes
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A Novel Evolutionary Algorithm Based on Multi-parent Crossover and Space Transformation Search
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
A Hybrid Solver for Large Neighborhood Search: Mixing Gecode and EasyLocal + +
HM '09 Proceedings of the 6th International Workshop on Hybrid Metaheuristics
Evolutionary Design of Graph-Based Structures for Optical Computing
OSC '09 Proceedings of the 2nd International Workshop on Optical SuperComputing
Modalities, Relations, and Learning
RelMiCS '09/AKA '09 Proceedings of the 11th International Conference on Relational Methods in Computer Science and 6th International Conference on Applications of Kleene Algebra: Relations and Kleene Algebra in Computer Science
Recognition and Quantification of Area Damaged by Oligonychus Perseae in Avocado Leaves
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Optimization based on dialectics
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
An enhanced approach for shape optimization using an adaptive algorithm
Finite Elements in Analysis and Design
A robust iterative hypothesis testing design of the repeated genetic algorithm
Image and Vision Computing
Optimization, block designs and No Free Lunch theorems
Information Processing Letters
Recent advances in differential evolution: a survey and experimental analysis
Artificial Intelligence Review
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Group search optimizer: an optimization algorithm inspired by animal searching behavior
IEEE Transactions on Evolutionary Computation
Adaptive particle swarm optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Closed-loop evolutionary multiobjective optimization
IEEE Computational Intelligence Magazine
Bernoulli's principle of insufficient reason and conservation of information in computer search
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Evolutionary synthesis of nand logic: dissecting a digital organism
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Towards incremental classifier fusion
Intelligent Data Analysis
On Stability and Classification Tools for Genetic Algorithms
Fundamenta Informaticae - Advances in Artificial Intelligence and Applications
Analysis of an asymmetric mutation operator
Evolutionary Computation
Memetic algorithms for continuous optimisation based on local search chains
Evolutionary Computation
Toward user patterns for online security: Observation time and online user identification
Decision Support Systems
Effect of parent selection and sibling rivalry on building-block assembly
Natural Computing: an international journal
Ensemble strategies with adaptive evolutionary programming
Information Sciences: an International Journal
Efficient parallel LAN/WAN algorithms for optimization. The mallba project
Parallel Computing
Information Sciences: an International Journal
Associating visual textures with human perceptions using genetic algorithms
Information Sciences: an International Journal
Two broad classes of functions for which a no free lunch result does not hold
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Identifying structural mechanisms in standard genetic programming
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Schemata-driven multi-objective optimization
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
No free lunch and free leftovers theorems for multiobjective optimisation problems
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Exploiting diversity in ensembles: improving the performance on unbalanced datasets
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Are multiple runs of genetic algorithms better than one?
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
EMOPSO: a multi-objective particle swarm optimizer with emphasis on efficiency
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
From implementations to a general concept of evolvable machines
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
No free lunch, program induction and combinatorial problems
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Adapting to complexity during search in combinatorial landscapes
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
Predication based immune network for multimodal function optimization
Engineering Applications of Artificial Intelligence
Two coding based adaptive parallel co-genetic algorithm with double agents structure
Engineering Applications of Artificial Intelligence
When is there a free matrix lunch?
COLT'07 Proceedings of the 20th annual conference on Learning theory
Analysis of particle interaction in particle swarm optimization
Theoretical Computer Science
A survey on the application of genetic programming to classification
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Estimating the size of neural networks from the number of available training data
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Towards the role of heuristic knowledge in EA
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
A study of some implications of the no free lunch theorem
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Particle swarm optimizer based on dynamic neighborhood topology
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Towards an emergent taxonomy approach for adaptive profiling
SOCASE'08 Proceedings of the 2008 AAMAS international conference on Service-oriented computing: agents, semantics, and engineering
Evaluating genetic algorithms in protein-ligand docking
ISBRA'08 Proceedings of the 4th international conference on Bioinformatics research and applications
Cost-benefit investigation of a genetic-programming hyperheuristic
EA'07 Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution
Tuning SVM parameters by using a hybrid CLPSO-BFGS algorithm
Neurocomputing
How information and embodiment shape intelligent information processing
50 years of artificial intelligence
Ensemble of niching algorithms
Information Sciences: an International Journal
Elitistic evolution: an efficient heuristic for global optimization
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Time-dependent performance comparison of evolutionary algorithms
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Particle swarm optimization algorithm with asymmetric time varying acceleration coefficients
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Distributed text classification with an ensemble kernel-based learning approach
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Research frontier: memetic computation-past, present & future
IEEE Computational Intelligence Magazine
Memetic compact differential evolution for cartesian robot control
IEEE Computational Intelligence Magazine
A diversity preserving selection in multiobjective evolutionary algorithms
Applied Intelligence
A Hybrid Intelligent Morphological Approach for Stock Market Forecasting
Neural Processing Letters
Chemical-reaction-inspired metaheuristic for optimization
IEEE Transactions on Evolutionary Computation
Applying the triple parameter hypothesis to maintenance scheduling
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Optimization speed and fair sets of functions
Proceedings of the 12th annual conference on Genetic and evolutionary computation
AOAB: automated optimization algorithm benchmarking
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
An experimental study on robust parameter settings
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Is the triple parameter hypothesis generalizable
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Theoretical results in genetic programming: the next ten years?
Genetic Programming and Evolvable Machines
Open issues in genetic programming
Genetic Programming and Evolvable Machines
So near and yet so far: New insight into properties of some well-known classifier paradigms
Information Sciences: an International Journal
Hybridisation of particle swarm optimisation with area concentrated search
International Journal of Knowledge-based and Intelligent Engineering Systems
Clustering-based hierarchical genetic algorithm for complex fitness landscapes
International Journal of Intelligent Systems Technologies and Applications
Learning hybridization strategies in evolutionary algorithms
Intelligent Data Analysis
A software modeling approach for the design and analysis of cooperative optimization systems
Software—Practice & Experience
Practical performance models of algorithms in evolutionary program induction and other domains
Artificial Intelligence
Profile-driven regression for modeling and runtime optimization of mobile networks
ACM Transactions on Modeling and Computer Simulation (TOMACS)
BGSA: binary gravitational search algorithm
Natural Computing: an international journal
Discrete and continuous optimization based on multi-swarm coevolution
Natural Computing: an international journal
A No Free Lunch theorem for multi-objective optimization
Information Processing Letters
Impact of object extraction methods on classification performance in surface inspection systems
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Assessment of the influence of adaptive components in trainable surface inspection systems
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Differential evolution in constrained numerical optimization: An empirical study
Information Sciences: an International Journal
Solving bus terminal location problems using evolutionary algorithms
Applied Soft Computing
Benefits of a population: five mechanisms that advantage population-based algorithms
IEEE Transactions on Evolutionary Computation
Ensemble of constraint handling techniques
IEEE Transactions on Evolutionary Computation
Collective intelligence: toward classifying systems of systems
PerMIS '09 Proceedings of the 9th Workshop on Performance Metrics for Intelligent Systems
Self-organizing potential field network: a new optimization algorithm
IEEE Transactions on Neural Networks
A scatter search based hyper-heuristic for sequencing a mixed-model assembly line
Journal of Heuristics
Performance analysis for genetic quantum circuit synthesis
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
Expert Systems with Applications: An International Journal
Two-level hierarchical combination method for text classification
Expert Systems with Applications: An International Journal
Adaptive vs. self-adaptive parameters for evolving quantum circuits
ICES'10 Proceedings of the 9th international conference on Evolvable systems: from biology to hardware
Feasibility structure modeling: an effective chaperone for constrained memetic algorithms
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
A data mining framework for detecting subscription fraud in telecommunication
Engineering Applications of Artificial Intelligence
Comparison of image restoration methods for lunar epithermal neutron emission mapping
Computers & Geosciences
A genetic programming hyper-heuristic approach for evolving 2-D strip packing heuristics
IEEE Transactions on Evolutionary Computation
MFGA: a GA for complex real-world optimisation problems
International Journal of Innovative Computing and Applications
A variant of differential evolution based on permutation regulation mechanism
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Hybrid differential evolution algorithm with chaos and generalized opposition-based learning
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Hybrid evolutionary algorithms design based on their advantages
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Black-box system testing of real-time embedded systems using random and search-based testing
ICTSS'10 Proceedings of the 22nd IFIP WG 6.1 international conference on Testing software and systems
Simulated annealing algorithm with adaptive neighborhood
Applied Soft Computing
MIMO CMAC neural network classifier for solving classification problems
Applied Soft Computing
Applied Computational Intelligence and Soft Computing - Special issue on theory and applications of evolutionary computation
Adaptive intelligence applied to numerical optimisation
NMA'10 Proceedings of the 7th international conference on Numerical methods and applications
A dynamic Island-based genetic algorithms framework
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Free lunches on the discrete Lipschitz class
Theoretical Computer Science
New inspirations in swarm intelligence: a survey
International Journal of Bio-Inspired Computation
International Journal of Bio-Inspired Computation
Disturbed Exploitation compact Differential Evolution for limited memory optimization problems
Information Sciences: an International Journal
On the practicality of optimal output mechanisms for co-optimization algorithms
Proceedings of the 11th workshop proceedings on Foundations of genetic algorithms
Abstract convex evolutionary search
Proceedings of the 11th workshop proceedings on Foundations of genetic algorithms
Cooperating local search for the maximum clique problem
Journal of Heuristics
A hybrid approach for learning concept hierarchy from Malay text using artificial immune network
Natural Computing: an international journal
Evolutionary repair of faulty software
Applied Soft Computing
Review of meta-heuristics and generalised evolutionary walk algorithm
International Journal of Bio-Inspired Computation
Multi-operator based evolutionary algorithms for solving constrained optimization problems
Computers and Operations Research
Parameter genetic learning of perceptron networks
ICS'06 Proceedings of the 10th WSEAS international conference on Systems
Automatic modeling and usage of contextualized human behavior models
ICS'06 Proceedings of the 10th WSEAS international conference on Systems
Coupling simulation with heuristiclab to solve facility layout problems
Winter Simulation Conference
Geography- and infrastructure-aware topology design methodology for broadband access networks (FTTx)
Photonic Network Communications
Memetic algorithm for web service selection
Proceedings of the 3rd workshop on Biologically inspired algorithms for distributed systems
A Bayes-true data generator for evaluation of supervised and unsupervised learning methods
Pattern Recognition Letters
Determination and the no-free-lunch paradox
Neural Computation
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Stochastic algorithms assessment using performance profiles
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Automatically designing selection heuristics
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Geometry of evolutionary algorithms
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Optimization of heuristic search using recursive algorithm selection and reinforcement learning
Annals of Mathematics and Artificial Intelligence
Estimating classifier performance with genetic programming
EuroGP'11 Proceedings of the 14th European conference on Genetic programming
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
Metaheuristic optimization: algorithm analysis and open problems
SEA'11 Proceedings of the 10th international conference on Experimental algorithms
On the use of human-guided evolutionary algorithms for tackling 2D packing problems
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
Information Sciences: an International Journal
A free lunch in linearized experimental design?
Computers & Geosciences
Combining corners from multiple segmenters
Proceedings of the Eighth Eurographics Symposium on Sketch-Based Interfaces and Modeling
All in the same boat: a "situated" model of emergent immune response
ECAL'09 Proceedings of the 10th European conference on Advances in artificial life: Darwin meets von Neumann - Volume Part I
Towards user-centric memetic algorithms: experiences with the TSP
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Bio-inspired combinatorial optimization: notes on reactive and proactive interaction
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Review: Measuring instance difficulty for combinatorial optimization problems
Computers and Operations Research
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
A Computational Model of Unsupervised Speech Segmentation for Correspondence Learning
Research on Language and Computation
A hybrid particle swarm optimization and its application in neural networks
Expert Systems with Applications: An International Journal
Feedback learning particle swarm optimization
Applied Soft Computing
On parameter tuning in search based software engineering
SSBSE'11 Proceedings of the Third international conference on Search based software engineering
International Journal of Computer Games Technology
A multilevel information fusion approach for visual quality inspection
Information Fusion
Review: A review of active structural control: challenges for engineering informatics
Computers and Structures
Multistrategy self-organizing map learning for classification problems
Computational Intelligence and Neuroscience
A systematic discussion of fusion techniques for multi-modal affect recognition tasks
ICMI '11 Proceedings of the 13th international conference on multimodal interfaces
Particle swarm optimiser with hybrid multi-parent crossover and discrete recombination
International Journal of Intelligent Information and Database Systems
A cooperative particle swarm optimizer with statistical variable interdependence learning
Information Sciences: an International Journal
Parameter Estimation Using Metaheuristics in Systems Biology: A Comprehensive Review
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
On Equivalence Relationships Between Classification and Ranking Algorithms
The Journal of Machine Learning Research
A novel ant colony system based on minimum 1-tree and hybrid mutation for TSP
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Information perspective of optimization
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Evolving bin packing heuristics with genetic programming
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Ant colony optimization for multiple knapsack problem and model bias
NAA'04 Proceedings of the Third international conference on Numerical Analysis and its Applications
WMC'06 Proceedings of the 7th international conference on Membrane Computing
A simulated annealing method based on a specialised evolutionary algorithm
Applied Soft Computing
A hybrid stock selection model using genetic algorithms and support vector regression
Applied Soft Computing
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Benchmarking evolutionary and hybrid algorithms using randomized self-similar landscapes
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
A synergistic selection strategy in the genetic algorithms
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Heuristic colour assignment strategies for merge models in graph colouring
EvoCOP'05 Proceedings of the 5th European conference on Evolutionary Computation in Combinatorial Optimization
Hybrid technique for artificial neural network architecture and weight optimization
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Meta-learning experiences with the mindful system
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
A comparison of evolutionary methods for the discovery of local search heuristics
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Improving ensembles with classificational cellular automata
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Ockham's Razor in memetic computing: Three stage optimal memetic exploration
Information Sciences: an International Journal
Information Sciences: an International Journal
Multiobjective memetic algorithms for time and space assembly line balancing
Engineering Applications of Artificial Intelligence
A hybrid quantum-inspired genetic algorithm for multi-objective scheduling
ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I
WMC'05 Proceedings of the 6th international conference on Membrane Computing
Discovery of stable peers in a self-organising peer-to-peer gradient topology
DAIS'06 Proceedings of the 6th IFIP WG 6.1 international conference on Distributed Applications and Interoperable Systems
A unified view on hybrid metaheuristics
HM'06 Proceedings of the Third international conference on Hybrid Metaheuristics
A memetic algorithm for the quadratic multiple container packing problem
Applied Intelligence
Special issue on repeatable results in software engineering prediction
Empirical Software Engineering
A comparative modelling analysis of firm performance
International Journal of Data Analysis Techniques and Strategies
HPCA'09 Proceedings of the Second international conference on High Performance Computing and Applications
HPCA'09 Proceedings of the Second international conference on High Performance Computing and Applications
Parameter tuning of evolutionary algorithms: generalist vs. specialist
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Efficient case based feature construction
ECML'05 Proceedings of the 16th European conference on Machine Learning
Extending particle swarm optimisation via genetic programming
EuroGP'05 Proceedings of the 8th European conference on Genetic Programming
A novel genetic algorithm based on cure mechanism of traditional chinese medicine
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
A game-theoretic approach for designing mixed mutation strategies
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Invasive connectionist evolution
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
A Neural-Network Controlled Dynamic Evolutionary Scheme for Global Molecular Geometry Optimization
International Journal of Applied Mathematics and Computer Science - Issues in Advanced Control and Diagnosis
IWINAC'05 Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II
Radial search: a simple solution approach to hard combinatorial problems
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
PSO applied to table allocation problems
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
Grouping genetic operators for the delineation of functional areas based on spatial interaction
Expert Systems with Applications: An International Journal
Application areas of AIS: the past, the present and the future
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
Forecasting foreign exchange rates using kernel methods
Expert Systems with Applications: An International Journal
Promoting diversity in particle swarm optimization to solve multimodal problems
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Verifying election campaign optimization algorithm by several benchmarking functions
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
A probabilistic iterative local search algorithm applied to full model selection
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Exploring the way for meta-learning with the MINDFUL system
WILF'05 Proceedings of the 6th international conference on Fuzzy Logic and Applications
Evolving the structure of the particle swarm optimization algorithms
EvoCOP'06 Proceedings of the 6th European conference on Evolutionary Computation in Combinatorial Optimization
Effects of scale-free and small-world topologies on binary coded self-adaptive CEA
EvoCOP'06 Proceedings of the 6th European conference on Evolutionary Computation in Combinatorial Optimization
Feedback controlled particle swarm optimization and its application in time-series prediction
Expert Systems with Applications: An International Journal
Constrained optimization based on modified differential evolution algorithm
Information Sciences: an International Journal
A system for evolving neural architectures
Proceedings of the 50th Annual Southeast Regional Conference
Parameter meta-optimization of metaheuristic optimization algorithms
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
PARA'10 Proceedings of the 10th international conference on Applied Parallel and Scientific Computing - Volume Part I
A simple strategy to maintain diversity and reduce crowding in particle swarm optimization
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Data clustering using bacterial foraging optimization
Journal of Intelligent Information Systems
A modular and efficient hardware architecture for particle swarm optimization algorithm
Microprocessors & Microsystems
An associative memory approach to medical decision support systems
Computer Methods and Programs in Biomedicine
A probability collectives approach with a feasibility-based rule for constrained optimization
Applied Computational Intelligence and Soft Computing
Investigation on evolutionary computation techniques of a nonlinear system
Modelling and Simulation in Engineering
PROBABILISTIC HEURISTICS FOR HIERARCHICAL WEB DATA CLUSTERING
Computational Intelligence
Initialization procedures for multiobjective evolutionary approaches to the segmentation issue
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
A new evolutionary search strategy for global optimization of high-dimensional problems
Information Sciences: an International Journal
Evolutionary computation comes of age
Cognitive Systems Research
A dynamic neighborhood learning based particle swarm optimizer for global numerical optimization
Information Sciences: an International Journal
A note on teaching-learning-based optimization algorithm
Information Sciences: an International Journal
Optimal cyclic replacement policy in MSS maintenance via Binomial-PSO
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Runtime analysis of convex evolutionary search
Proceedings of the 14th annual conference on Genetic and evolutionary computation
A dynamic island model for adaptive operator selection
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Evolving data sets to highlight the performance differences between machine learning classifiers
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Geometry of evolutionary algorithms
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
International Journal of Computational Science and Engineering
Comparative evaluation of MAL algorithms in a diverse set of ad hoc team problems
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 1
On an evolutionary approach for constrained optimization problem solving
Applied Soft Computing
An algorithm comparison for dynamic optimization problems
Applied Soft Computing
User-Centric optimization with evolutionary and memetic systems
LSSC'11 Proceedings of the 8th international conference on Large-Scale Scientific Computing
Evolutionary design of experiments using the MapReduce framework
Proceedings of the 2011 Summer Computer Simulation Conference
Fault classification and accommodation in shipboard power systems
GCMS '09 Proceedings of the 2009 Grand Challenges in Modeling & Simulation Conference
Information Sciences: an International Journal
Information Sciences: an International Journal
On Stability and Classification Tools for Genetic Algorithms
Fundamenta Informaticae - Advances in Artificial Intelligence and Applications
Reliable ear identification using 2-D quadrature filters
Pattern Recognition Letters
Ensemble of clearing differential evolution for multi-modal optimization
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
Linguistic fuzzy model identification based on PSO with different length of particles
Applied Soft Computing
Basic principles for understanding evolutionary algorithms
Fundamenta Informaticae
Unearthing a Fossil from the History of Evolutionary Computation
Fundamenta Informaticae
Quantum control experiments as a testbed for evolutionary multi-objective algorithms
Genetic Programming and Evolvable Machines
Improving volunteer computing scheduling for evolutionary algorithms
Future Generation Computer Systems
A distributed agent-based approach for simulation-based optimization
Advanced Engineering Informatics
Function optimisation by learning automata
Information Sciences: an International Journal
Adaptive population tuning scheme for differential evolution
Information Sciences: an International Journal
Review of phenotypic diversity formulations for diagnostic tool
Applied Soft Computing
The self-adaptive comprehensive learning particle swarm optimizer
ANTS'12 Proceedings of the 8th international conference on Swarm Intelligence
Adaptive reservoir computing through evolution and learning
Neurocomputing
On algorithm-dependent boundary case identification for problem classes
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
A meta-learning prediction model of algorithm performance for continuous optimization problems
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part I
A Novel Algorithm for Fast Synthesis of DNA Probes on Microarrays
ACM Journal on Emerging Technologies in Computing Systems (JETC)
Information Sciences: an International Journal
Real-Valued constraint optimization with ICHEA
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part III
LION'12 Proceedings of the 6th international conference on Learning and Intelligent Optimization
Information Sciences: an International Journal
An intelligent supervision system for open loop controlled processes
Journal of Intelligent Manufacturing
Achieving scalable model-based testing through test case diversity
ACM Transactions on Software Engineering and Methodology (TOSEM)
Biological plausibility in optimisation: an ecosystemic view
International Journal of Bio-Inspired Computation
Genetic algorithm and pure random search for exosensor distribution optimisation
International Journal of Bio-Inspired Computation
International Journal of Applied Metaheuristic Computing
Time and Frequency Analysis of Particle Swarm Trajectories for Cognitive Machines
International Journal of Cognitive Informatics and Natural Intelligence
A model induced max-min ant colony optimization for asymmetric traveling salesman problem
Applied Soft Computing
Biases in Particle Swarm Optimization
International Journal of Swarm Intelligence Research
International Journal of Swarm Intelligence Research
Particle Swarm Optimization to Design Ideotypes for Sustainable Fruit Production Systems
International Journal of Swarm Intelligence Research
A framework for optimization under limited information
Journal of Global Optimization
Memory-saving memetic computing for path-following mobile robots
Applied Soft Computing
Self-adaptive differential evolution incorporating a heuristic mixing of operators
Computational Optimization and Applications
Evolutionary multi-agent system in hard benchmark continuous optimisation
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
A model-independent Particle Swarm Optimisation software for model calibration
Environmental Modelling & Software
A measure-theoretic analysis of stochastic optimization
Proceedings of the twelfth workshop on Foundations of genetic algorithms XII
Which algorithm should i choose at any point of the search: an evolutionary portfolio approach
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Non stationary operator selection with island models
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Particle Swarm Optimization and Differential Evolution for model-based object detection
Applied Soft Computing
Compact Particle Swarm Optimization
Information Sciences: an International Journal
A novel selection evolutionary strategy for constrained optimization
Information Sciences: an International Journal
Proceedings of the 28th Annual ACM Symposium on Applied Computing
A robust real-coded genetic algorithm using an ensemble of crossover operators
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Runtime analysis of evolutionary algorithms: basic introduction
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Evolving black-box search algorithms employing genetic programming
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
A survey on optimization metaheuristics
Information Sciences: an International Journal
Evolutionary Computation
A survey of techniques for characterising fitness landscapes and some possible ways forward
Information Sciences: an International Journal
Adaptive Memetic Differential Evolution with Global and Local neighborhood-based mutation operators
Information Sciences: an International Journal
Journal of Parallel and Distributed Computing
A team-oriented approach to particle swarms
Applied Soft Computing
Robotics and Autonomous Systems
Many objective visual analytics: rethinking the design of complex engineered systems
Structural and Multidisciplinary Optimization
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
Survey A survey on applications of the harmony search algorithm
Engineering Applications of Artificial Intelligence
On handling ephemeral resource constraints in evolutionary search
Evolutionary Computation
Scheduling black-box mutational fuzzing
Proceedings of the 2013 ACM SIGSAC conference on Computer & communications security
Focusing the search: a progressively shrinking memetic computing framework
International Journal of Innovative Computing and Applications
International Journal of Swarm Intelligence Research
An idea based on plant root growth for numerical optimization
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Computers and Electronics in Agriculture
An analysis of the migration rates for biogeography-based optimization
Information Sciences: an International Journal
On the equivalences and differences of evolutionary algorithms
Engineering Applications of Artificial Intelligence
Computers & Mathematics with Applications
On using genetic algorithms for intrinsic side-channel resistance: the case of AES S-box
Proceedings of the First Workshop on Cryptography and Security in Computing Systems
Pairwise meta-rules for better meta-learning-based algorithm ranking
Machine Learning
Adaptive cooperative particle swarm optimizer
Applied Intelligence
Ensemble methods for advanced skier days prediction
Expert Systems with Applications: An International Journal
GABES: A genetic algorithm based environment for SEU testing in SRAM-FPGAs
Journal of Systems Architecture: the EUROMICRO Journal
Strokes against stroke-strokes for strides
Pattern Recognition
CAPSO: Centripetal accelerated particle swarm optimization
Information Sciences: an International Journal
Integrating the artificial bee colony and bees algorithm to face constrained optimization problems
Information Sciences: an International Journal
Runtime analysis of the (1+1) EA on computing unique input output sequences
Information Sciences: an International Journal
A hybrid algorithm based on particle swarm and chemical reaction optimization
Expert Systems with Applications: An International Journal
An Exponential Monte-Carlo algorithm for feature selection problems
Computers and Industrial Engineering
Review: A parameter selection strategy for particle swarm optimization based on particle positions
Expert Systems with Applications: An International Journal
A modified harmony search method for wind generator design
International Journal of Bio-Inspired Computation
Differential evolution based 3-D guidance law for a realistic interceptor model
Applied Soft Computing
Software defect prediction using Bayesian networks
Empirical Software Engineering
Multiagent learning in the presence of memory-bounded agents
Autonomous Agents and Multi-Agent Systems
An analysis on separability for Memetic Computing automatic design
Information Sciences: an International Journal
Towards objective measures of algorithm performance across instance space
Computers and Operations Research
Advances in Engineering Software
Smart dispatching and metaheuristic swarm flow algorithm
Journal of Computer and Systems Sciences International
Contrasting meta-learning and hyper-heuristic research: the role of evolutionary algorithms
Genetic Programming and Evolvable Machines
Analysing mutation schemes for real-parameter genetic algorithms
International Journal of Artificial Intelligence and Soft Computing
A study of search algorithms' optimization speed
Journal of Combinatorial Optimization
Optimal design of laminate composite isogrid with dynamically reconfigurable quantum PSO
Structural and Multidisciplinary Optimization
Two novel fuzzy clustering methods for solving data clustering problems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Let a biogeography-based optimizer train your Multi-Layer Perceptron
Information Sciences: an International Journal
International Journal of Approximate Reasoning
Hi-index | 0.02 |
A framework is developed to explore the connection between effective optimization algorithms and the problems they are solving. A number of “no free lunch” (NFL) theorems are presented which establish that for any algorithm, any elevated performance over one class of problems is offset by performance over another class. These theorems result in a geometric interpretation of what it means for an algorithm to be well suited to an optimization problem. Applications of the NFL theorems to information-theoretic aspects of optimization and benchmark measures of performance are also presented. Other issues addressed include time-varying optimization problems and a priori “head-to-head” minimax distinctions between optimization algorithms, distinctions that result despite the NFL theorems' enforcing of a type of uniformity over all algorithms