Learning classifier systems: a complete introduction, review, and roadmap
Journal of Artificial Evolution and Applications
Applied Intelligence
The anticipatory classifier system and genetic generalization
Natural Computing: an international journal
Spin-flip symmetry and synchronization
Evolutionary Computation
Introducing Start Expression Genes to the Linkage Learning Genetic Algorithm
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Cooperative Metaheuristics for Exploring Proteomic Data
Artificial Intelligence Review
A Study on the use of "self-generation'' in memetic algorithms
Natural Computing: an international journal
Self Generating Metaheuristics in Bioinformatics: The Proteins Structure Comparison Case
Genetic Programming and Evolvable Machines
A hybrid genetic hill-climbing algorithm for four-coloring map problems
Design and application of hybrid intelligent systems
Strong, Stable, and Reliable Fitness Pressure in XCS due to Tournament Selection
Genetic Programming and Evolvable Machines
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Agent-based modelling of product invention
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Extracted global structure makes local building block processing effective in XCS
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Sub-structural niching in estimation of distribution algorithms
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Combining competent crossover and mutation operators: a probabilistic model building approach
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
On the complexity of hierarchical problem solving
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Linkage learning, overlapping building blocks, and systematic strategy for scalable recombination
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Combating user fatigue in iGAs: partial ordering, support vector machines, and synthetic fitness
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Quality-time analysis of multi-objective evolutionary algorithms
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
On the practical genetic algorithms
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Analysis of the initialization stage of a Pittsburgh approach learning classifier system
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Evolutionary Algorithms in Drug Design
Natural Computing: an international journal
A review of adaptive population sizing schemes in genetic algorithms
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
A generator for hierarchical problems
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
On the Design and Analysis of Competent Selecto-recombinative GAs
Evolutionary Computation
The Hierarchical Fair Competition (HFC) Framework for Sustainable Evolutionary Algorithms
Evolutionary Computation
Convergence Time for the Linkage Learning Genetic Algorithm
Evolutionary Computation
Motor primitive and sequence self-organization in a hierarchical recurrent neural network
Neural Networks - 2004 Special issue: New developments in self-organizing systems
The Multifactor Nature of the Volatility of Futures Markets
Computational Economics
Adaptive mutation with fitness and allele distribution correlation for genetic algorithms
Proceedings of the 2006 ACM symposium on Applied computing
Sporadic model building for efficiency enhancement of hierarchical BOA
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Evaluation relaxation using substructural information and linear estimation
Proceedings of the 8th annual conference on Genetic and evolutionary computation
ORDERTREE: a new test problem for genetic programming
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Adaptive discretization for probabilistic model building genetic algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A crossover for complex building blocks overlapping
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Fluctuating crosstalk, deterministic noise, and GA scalability
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Conquering hierarchical difficulty by explicit chunking: substructural chromosome compression
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Smart crossover operator with multiple parents for a Pittsburgh learning classifier system
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Studying XCS/BOA learning in Boolean functions: structure encoding and random Boolean functions
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Innovization: innovating design principles through optimization
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Multiobjective genetic algorithms for multiscaling excited state direct dynamics in photochemistry
Proceedings of the 8th annual conference on Genetic and evolutionary computation
TimeAware test suite prioritization
Proceedings of the 2006 international symposium on Software testing and analysis
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Automated global structure extraction for effective local building block processing in XCS
Evolutionary Computation
Multi-sensor fusion: an Evolutionary algorithm approach
Information Fusion
Linkage identification by fitness difference clustering
Evolutionary Computation
Edge histogram based sampling with local search for solving permutation problems
International Journal of Hybrid Intelligent Systems
On Replacement Strategies in Steady State Evolutionary Algorithms
Evolutionary Computation
A Monotonic Archive for Pareto-Coevolution
Evolutionary Computation
Crossover: the divine afflatus in search
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Analyzing probabilistic models in hierarchical BOA on traps and spin glasses
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Order or not: does parallelization of model building in hBOA affect its scalability?
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Towards billion-bit optimization via a parallel estimation of distribution algorithm
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Population sizing for entropy-based model building in discrete estimation of distribution algorithms
Proceedings of the 9th annual conference on Genetic and evolutionary computation
COSMO: a correlation sensitive mutation operator for multi-objective optimization
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Empirical analysis of ideal recombination on random decomposable problems
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Extended probe method for linkage discovery over high-cardinality alphabets
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Do not match, inherit: fitness surrogates for genetics-based machine learning techniques
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Modeling XCS in class imbalances: population size and parameter settings
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Modeling selection pressure in XCS for proportionate and tournament selection
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Characteristic determination for solid state devices with evolutionary computation: a case study
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
A self-organizing random immigrants genetic algorithm for dynamic optimization problems
Genetic Programming and Evolvable Machines
Sporadic model building for efficiency enhancement of the hierarchical BOA
Genetic Programming and Evolvable Machines
Detecting the epistatic structure of generalized embedded landscape
Genetic Programming and Evolvable Machines
Methods for path and service planning under route constraints
International Journal of Computer Applications in Technology
International Journal of Computational Science and Engineering
Particle swarm optimisation enhancement approach for improving image quality
International Journal of Innovative Computing and Applications
An improved genetic algorithm with initial population strategy and self-adaptive member grouping
Computers and Structures
Journal of Global Optimization
First approach toward on-line evolution of association rules with learning classifier systems
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
Proceedings of the 10th annual conference on Genetic and evolutionary computation
On the effectiveness of distributions estimated by probabilistic model building
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Using previous models to bias structural learning in the hierarchical BOA
Proceedings of the 10th annual conference on Genetic and evolutionary computation
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
iBOA: the incremental bayesian optimization algorithm
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Improving the efficiency of the extended compact genetic algorithm
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Adaptive discretization on multidimensional continuous search spaces
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Graph-theoretic measure for active iGAs: interaction sizing and parallel evaluation ensemble
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Empirical investigations on parallel competent genetic algorithms
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Optimal sampling of genetic algorithms on polynomial regression
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Estimation of pump-curves using genetic algorithms
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Speeding online synthesis via enforced selecto-recombination
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Flow shop scheduling and its extension to fuzzy processing times
FS'08 Proceedings of the 9th WSEAS International Conference on Fuzzy Systems
Enhancing the Efficiency of the ECGA
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Enhancing Efficiency of Hierarchical BOA Via Distance-Based Model Restrictions
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Graph Multiset Transformation as a Framework for Massively Parallel Computation
ICGT '08 Proceedings of the 4th international conference on Graph Transformations
Ant Colony Optimization for Genome-Wide Genetic Analysis
ANTS '08 Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence
GENETIC ALGORITHM APPLICATION TO THE STANDARD ARABIC PHONEMES CLASSIFICATION
Cybernetics and Systems
Locating the critical failure surface in a slope stability analysis by genetic algorithm
Applied Soft Computing
Computers and Electronics in Agriculture
Learning Classifier Systems: Looking Back and Glimpsing Ahead
Learning Classifier Systems
Linkage Learning, Rule Representation, and the Χ-Ary Extended Compact Classifier System
Learning Classifier Systems
Substructural Surrogates for Learning Decomposable Classification Problems
Learning Classifier Systems
Local models--an approach to distributed multi-objective optimization
Computational Optimization and Applications
Observer-invariant histopathology using genetics-based machine learning
Natural Computing: an international journal
EvoBIO '09 Proceedings of the 7th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Innovative Chance Discovery --- Extracting Customers' Innovative Concept
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Genetic algorithms applied to the solution of hybrid optimal control problems in astrodynamics
Journal of Global Optimization
Difficulty of linkage learning in estimation of distribution algorithms
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Initial-population bias in the univariate estimation of distribution algorithm
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Effects of a deterministic hill climber on hBOA
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Improving genetic algorithms performance via deterministic population shrinkage
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
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
Data-intensive computing for competent genetic algorithms: a pilot study using meandre
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A new method for linkage learning in the ECGA
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
On the detection of general problem structures by using inductive linkage identification
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Binary representation in gene expression programming: towards a better scalability
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy
Bayesian Optimization Algorithm for the Non-unique Oligonucleotide Probe Selection Problem
PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics
Loopy Substructural Local Search for the Bayesian Optimization Algorithm
SLS '09 Proceedings of the Second International Workshop on Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics
CODES+ISSS '09 Proceedings of the 7th IEEE/ACM international conference on Hardware/software codesign and system synthesis
ACM SIGSOFT Software Engineering Notes
Improved knowledge acquisition for high-performance heuristic search
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
A multi-objective multi-modal optimization approach for mining stable spatio-temporal patterns
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Applied Soft Computing
Learning classifier systems: a complete introduction, review, and roadmap
Journal of Artificial Evolution and Applications
Fuzzy-UCS: a Michigan-style learning fuzzy-classifier system for supervised learning
IEEE Transactions on Evolutionary Computation
Dependency structure matrix, genetic algorithms, and effective recombination
Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Direct and explicit building blocks identification and composition algorithm
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Innovation Game as a Tool of Chance Discovery
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Adaptation and Evolution in Dynamic Persistent Environments
Electronic Notes in Theoretical Computer Science (ENTCS)
Hybrid solution algorithms for task scheduling problem with moving executors
Engineering Applications of Artificial Intelligence
GA search method for multiple evacuation routes using the information of hazard map
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Gait learning method for quadrupedal robot based on subjective human feeling
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Facetwise analysis of XCS for problems with class imbalances
IEEE Transactions on Evolutionary Computation
Analyzing probabilistic models in hierarchical BOA
IEEE Transactions on Evolutionary Computation - Special issue on evolutionary algorithms based on probabilistic models
Quantum-inspired evolutionary algorithm: a multimodel EDA
IEEE Transactions on Evolutionary Computation - Special issue on evolutionary algorithms based on probabilistic models
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Niche of idea activations as source of social creativity: a finding from innovation game
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Hierarchical BOA solves ising spin glasses and MAXSAT
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Scalability of selectorecombinative genetic algorithms for problems with tight linkage
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Towards building block propagation in XCS: a negative result and its implications
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
HEMO: a sustainable multi-objective evolutionary optimization framework
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Wise breeding GA via machine learning techniques for function optimization
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Exploring the vast parameter space of multi-agent based simulation
MABS'06 Proceedings of the 2006 international conference on Multi-agent-based simulation VII
Handling uncertainties in evolutionary multi-objective optimization
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
QoS-based service provision schemes and plan durability in service composition
DAIS'08 Proceedings of the 8th IFIP WG 6.1 international conference on Distributed applications and interoperable systems
EvAg: a scalable peer-to-peer evolutionary algorithm
Genetic Programming and Evolvable Machines
Research frontier: linkage discovery through data mining
IEEE Computational Intelligence Magazine
Spurious dependencies and EDA scalability
Proceedings of the 12th annual conference on Genetic and evolutionary computation
NK landscapes, problem difficulty, and hybrid evolutionary algorithms
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Network crossover performance on NK landscapes and deceptive problems
Proceedings of the 12th annual conference on Genetic and evolutionary computation
How XCS deals with rarities in domains with continuous attributes
Proceedings of the 12th annual conference on Genetic and evolutionary computation
In search of targeted-complexity problems
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Linkage tree genetic algorithm: first results
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Cooperation for transmission scheduling in wireless networks
MILCOM'09 Proceedings of the 28th IEEE conference on Military communications
The linkage tree genetic algorithm
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Performance of network crossover on NK landscapes and spin glasses
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
A radial basis function redesigned for predicting a welding process
MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
The landscape contest at ICPR 2010
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Sensibility of linkage information and effectiveness of estimated distributions
Evolutionary Computation
Information Sciences: an International Journal
Products designed on scenario maps using pictorial keygraph
ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science
Multi-physics design of microvascular materials for active cooling applications
Journal of Computational Physics
Advanced neighborhoods and problem difficulty measures
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Hierarchical allelic pairwise independent functions
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Pairwise and problem-specific distance metrics in the linkage tree genetic algorithm
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Analysis of epistasis correlation on NK landscapes with nearest-neighbor interactions
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 companion on Genetic and evolutionary computation
Natural Computing: an international journal
Performance of evolutionary algorithms on random decomposable problems
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
An immunological algorithm for global numerical optimization
EA'05 Proceedings of the 7th international conference on Artificial Evolution
Iterative prototype optimisation with evolved improvement steps
EuroGP'06 Proceedings of the 9th European conference on Genetic Programming
A parallel solution to the HIP game based on genetic algorithms
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
Using genetic algorithms to evolve behavior in cellular automata
UC'05 Proceedings of the 4th international conference on Unconventional Computation
The effect of mutation on the accumulation of information in a genetic algorithm
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Chi-Square matrix: an approach for building-block identification
ASIAN'04 Proceedings of the 9th Asian Computing Science conference on Advances in Computer Science: dedicated to Jean-Louis Lassez on the Occasion of His 5th Cycle Birthday
Fluctuating crosstalk as a source of deterministic noise and its effects on GA scalability
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A model free method to generate human genetics datasets with complex gene-disease relationships
EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Inverse design of cellular automata by genetic algorithms: an unconventional programming paradigm
UPP'04 Proceedings of the 2004 international conference on Unconventional Programming Paradigms
The value of online adaptive search: a performance comparison of NSGAII, ε-NSGAII and εMOEA
EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization
MICAI'05 Proceedings of the 4th Mexican international conference on Advances in Artificial Intelligence
Sub-structural niching in non-stationary environments
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Incremental evolution of robot controllers for a highly integrated task
SAB'06 Proceedings of the 9th international conference on From Animals to Animats: simulation of Adaptive Behavior
Using previous models to bias structural learning in the hierarchical boa
Evolutionary Computation
Clonal selection algorithms: a comparative case study using effective mutation potentials
ICARIS'05 Proceedings of the 4th international conference on Artificial Immune Systems
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Evolving trading rule-based policies
EvoCOMNET'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part II
Information Sciences: an International Journal
MoDEL: an efficient strategy for ungapped local multiple alignment
Computational Biology and Chemistry
Military antenna design using simple and competent genetic algorithms
Mathematical and Computer Modelling: An International Journal
A hybrid evolutionary approach for solving the ontology alignment problem
International Journal of Intelligent Systems
Analysis of new niching genetic algorithms for finding multiple solutions in the job shop scheduling
Journal of Intelligent Manufacturing
A test problem with adjustable degrees of overlap and conflict among subproblems
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Higher-order linkage learning in the ECGA
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Clonal selection: an immunological algorithm for global optimization over continuous spaces
Journal of Global Optimization
A review on probabilistic graphical models in evolutionary computation
Journal of Heuristics
Multi-physics optimization of three-dimensional microvascular polymeric components
Journal of Computational Physics
DEAL: a direction-guided evolutionary algorithm
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
Genetic Programming and Evolvable Machines
Linkage learning by number of function evaluations estimation: Practical view of building blocks
Information Sciences: an International Journal
Information Sciences: an International Journal
A review on evolutionary algorithms in Bayesian network learning and inference tasks
Information Sciences: an International Journal
Effects of discrete hill climbing on model building forestimation of distribution algorithms
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A niching scheme for EDAs to reduce spurious dependencies
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Speeding up model building for ECGA on CUDA platform
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Obtaining the optimal configuration of high-radix Combined switches
Journal of Parallel and Distributed Computing
Many objective visual analytics: rethinking the design of complex engineered systems
Structural and Multidisciplinary Optimization
Scaling up transit priority modelling using high-throughput computing
AusPDC '12 Proceedings of the Tenth Australasian Symposium on Parallel and Distributed Computing - Volume 127
Computer Vision and Image Understanding
International Journal of Metaheuristics
Effect of solution representations on Tabu search in scheduling applications
Computers and Operations Research
A block-based evolutionary algorithm for flow-shop scheduling problem
Applied Soft Computing
A simulated annealing algorithm based approach for balancing and sequencing of mixed-model U-lines
Computers and Industrial Engineering
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From the Publisher:The Design of Innovation illustrates how to design and implement competent genetic algorithms - genetic algorithms that solve hard problems quickly, reliably, and accurately - and how the invention of competent genetic algorithms amounts to the creation of an effective computational theory of human innovation. For the specialist in genetic algorithms and evolutionary computation, this book combines over two decades of hard-won research results in a single volume to provide a comprehensive step-by-step guide to designing genetic algorithms that scale well with problem size and difficulty. For the innovation researcher - whether from the social and behavioral sciences, the natural sciences, the humanities, or the arts - this unique book gives a consistent and valuable mathematical and computational viewpoint for understanding certain aspects of human innovation. For all readers, The Design of Innovation provides an entree into the world of competent genetic algorithms and innovation through a methodology of invention borrowed from the Wright brothers. Combining careful decomposition, cost-effective, little analytical models, and careful design, the road to competence is paved with easily understood examples, simulations, and results from the literature.