Pattern formation and optimization in army ant raids
Artificial Life
MultiCAD-GA: A System for the Design of 3D Forms Based on Genetic Algorithms and Human Evaluation
SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence
An Evolutionary Approach to Case Adaption
ICCBR '99 Proceedings of the Third International Conference on Case-Based Reasoning and Development
Evolution of Firms in Complex Worlds Generalized NK Models
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
Information Mining: Applications in Image Processing
SOFSEM '00 Proceedings of the 27th Conference on Current Trends in Theory and Practice of Informatics
Towards Adaptive, Resilient and Self-organizing Peer-to-Peer Systems
Revised Papers from the NETWORKING 2002 Workshops on Web Engineering and Peer-to-Peer Computing
DNA Implementation of a Royal Road Fitness Evaluation
DNA '00 Revised Papers from the 6th International Workshop on DNA-Based Computers: DNA Computing
BMVC '00 Proceedings of the First IEEE International Workshop on Biologically Motivated Computer Vision
A Co-evolving Timeslot/Room Assignment Genetic Algorithm Technique for University Timetabling
PATAT '00 Selected papers from the Third International Conference on Practice and Theory of Automated Timetabling III
Caching across heterogeneous information sources: an object-based approach
Information processing and technology
Genetic redundancy in evolving populations of simulated robots
Artificial Life
Metaheuristics in combinatorial optimization: Overview and conceptual comparison
ACM Computing Surveys (CSUR)
Node deletion sequences in influence diagrams using genetic algorithms
Statistics and Computing
Application of a breeder genetic algorithm for filter optimization
Natural Computing: an international journal
A Comparative Study of Game Theoretic and Evolutionary Models of Bargaining for Software Agents
Artificial Intelligence Review
Sufficiency verification of HIV-1 pathogenesis based on multi-agent simulation
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Terrain generation using genetic algorithms
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A formal analysis of why heuristic functions work
Artificial Intelligence
Solutions for product configuration management: An empirical study
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Real royal road functions: where crossover provably is essential
Discrete Applied Mathematics - Special issue: Boolean and pseudo-boolean funtions
Where Genetic Algorithms Excel
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
Genetic algorithms for modelling and optimisation
Journal of Computational and Applied Mathematics - Special issue: Mathematics applied to immunology
Game theory as a new paradigm for phenotype characterization of genetic algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Leveraging domain-expert knowledge in a genetic algorithm for civil engineering design optimization
Proceedings of the 8th annual conference on Genetic and evolutionary computation
WBSGA: a web-based tool for course timetabling and scheduling
International Journal of Computers and Applications
Proceedings of the 2006 ACM/IEEE symposium on Architecture for networking and communications systems
Solving the uncapacitated hub location problem using genetic algorithms
Computers and Operations Research
Dynamically mapping tasks with priorities and multiple deadlines in a heterogeneous environment
Journal of Parallel and Distributed Computing
Applying biological principles to designs of network services
Applied Soft Computing
Effective learning system techniques for human-robot interaction in service environment
Knowledge-Based Systems
Hardware-oriented ant colony optimization
Journal of Systems Architecture: the EUROMICRO Journal
Simulation-based reusable posynomial models for MOS transistor parameters
Proceedings of the conference on Design, automation and test in Europe
On solving hierarchical problems with top down control
Proceedings of the 9th annual conference companion on Genetic and evolutionary computation
Adaptation of Controllers for Image-Based Homing
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Automatic concept model generation for optimisation and robust design of passenger cars
Advances in Engineering Software
EURASIP Journal on Applied Signal Processing
A new approach to construct near-optimal binary search trees using genetic algorithm
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Structured genetic algorithm representations for neural network evolution
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Guilt-by-association feature selection: Identifying biomarkers from proteomic profiles
Journal of Biomedical Informatics
Co-evolution of terrorist and security scenarios for water distribution systems
Advances in Engineering Software
Fuzzy Q-Learning with the modified fuzzy ART neural network
Web Intelligence and Agent Systems
Dynamic proportion portfolio insurance using genetic programming with principal component analysis
Expert Systems with Applications: An International Journal
A multiple criteria decision for trading capacity between two semiconductor fabs
Expert Systems with Applications: An International Journal
A tunable model for multi-objective, epistatic, rugged, and neutral fitness landscapes
Proceedings of the 10th annual conference on Genetic and evolutionary computation
A diversity maintaining population-based incremental learning algorithm
Information Sciences: an International Journal
AIMSS: An Architecture for Data Driven Simulations in the Social Sciences
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part I: ICCS 2007
A Genetic Approach to the Automatic Generation of Fuzzy Control Systems from Numerical Controllers
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
Sliding Mode Control of a Wastewater Plant with Neural Networks and Genetic Algorithms
Current Topics in Artificial Intelligence
Engineering Systems Which Generate Emergent Functionalities
Engineering Environment-Mediated Multi-Agent Systems
Using Genetic Algorithms for Parameter Optimization in Building Predictive Data Mining Models
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Parameter optimization for growth model of greenhouse crop using genetic algorithms
Applied Soft Computing
State space segmentation for acquisition of agent behavior
Web Intelligence and Agent Systems
Concept detection and keyframe extraction using a visual thesaurus
Multimedia Tools and Applications
A hybrid CMA-ES and HDE optimisation algorithm with application to solar energy potential
Applied Soft Computing
Evolutionary computation using reinforced learning on image compression
ISTASC'08 Proceedings of the 8th conference on Systems theory and scientific computation
Evolutionary computation using reinforced learning on image compression
SSIP'08 Proceedings of the 8th conference on Signal, Speech and image processing
Combining evolutionary and stochastic gradient techniques for system identification
Journal of Computational and Applied Mathematics
A genetic algorithm estimation of the term structure of interest rates
Computational Statistics & Data Analysis
Fitness functions in evolutionary robotics: A survey and analysis
Robotics and Autonomous Systems
Modeling Network Intrusion Detection System Using Feature Selection and Parameters Optimization
IEICE - Transactions on Information and Systems
Reliability analysis using weighted combinational models for web-based software
Proceedings of the 18th international conference on World wide web
A novel approach to detect copy number variation using segmentation and genetic algorithm
Proceedings of the 2009 ACM symposium on Applied Computing
Genetic Algorithm for Synchronization
LATA '09 Proceedings of the 3rd International Conference on Language and Automata Theory and Applications
Searching for adaptive resource allocation strategies in Arabidopsis lyrata using genetic algorithms
Proceedings of the 47th Annual Southeast Regional Conference
Three interconnected parameters for genetic algorithms
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Relative fitness scaling for improving efficiency of proportionate selection in genetic algorithms
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Boosting CBR Agents with Genetic Algorithms
ICCBR '09 Proceedings of the 8th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
A methodology for tuning two-level cache hierarchy considering energy and performance
Proceedings of the 22nd Annual Symposium on Integrated Circuits and System Design: Chip on the Dunes
Size optimization of space trusses using Big Bang-Big Crunch algorithm
Computers and Structures
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
A survey of evolutionary algorithms for clustering
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Novel packet-level resource allocation with effective QoS provisioning for wireless mesh networks
IEEE Transactions on Wireless Communications
Orbit transfer manoeuvres as a test benchmark for comparison metrics of evolutionary algorithms
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Genetic algorithms for modelling and optimisation
Journal of Computational and Applied Mathematics - Special issue: Mathematics applied to immunology
A GA-SVM feature selection model based on high performance computing techniques
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A fitness-sharing based genetic algorithm for collaborative multi robot localization
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Grammatical evolution of a robot controller
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
A secure partition-based document image watermarking scheme
International Journal of Information and Computer Security
A multiagent evolutionary algorithm for combinatorial optimization problems
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Genetic algorithm for optimizing service distributions
Neurocomputing
Improved PID autotuning for balanced control operation
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
Messor: load-balancing through a swarm of autonomous agents
AP2PC'02 Proceedings of the 1st international conference on Agents and peer-to-peer computing
On the brittleness of evolutionary algorithms
FOGA'07 Proceedings of the 9th international conference on Foundations of genetic algorithms
Multi criteria decision methods for coordinating case-based agents
MATES'09 Proceedings of the 7th German conference on Multiagent system technologies
Lexicographic multi-objective evolutionary induction of decision trees
International Journal of Bio-Inspired Computation
Optimization of uplink sum-rate for bin based clustered cellular system using a genetic algorithm
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
S/MIMO MC-CDMA Heuristic Multiuser Detectors Based on Single-Objective Optimization
Wireless Personal Communications: An International Journal
Optimizing capacitance ratio assignment for low-sensitivity SC filter implementation
IEEE Transactions on Evolutionary Computation
Applying the triple parameter hypothesis to maintenance scheduling
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Is the triple parameter hypothesis generalizable
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Physical modeling of heterogeneous embedded deformable object deformation
ACM SIGGRAPH 2010 Posters
Comparison of non-deterministic search techniques in the optimum design of real size steel frames
Computers and Structures
Clustering-based hierarchical genetic algorithm for complex fitness landscapes
International Journal of Intelligent Systems Technologies and Applications
A fuzzy-genetic decision support system for project team formation
Applied Soft Computing
Discrete event dynamic systems framework for analysis and modeling of real manufacturing system
INES'10 Proceedings of the 14th international conference on Intelligent engineering systems
Plot induction and evolutionary search for story generation
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Evolutionary algorithms for definition extraction
WDE '09 Proceedings of the 1st Workshop on Definition Extraction
Test Case Generation for Adequacy of Floating-point to Fixed-point Conversion
Electronic Notes in Theoretical Computer Science (ENTCS)
A combined genetic-neural algorithm for mobility management
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
On the performance of fitness uniform selection for non-deceptive problems
Proceedings of the 48th Annual Southeast Regional Conference
Particle swarm optimization with resets: improving the balance between exploration and exploitation
MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Towards generalized expression for schemata count
Applied Soft Computing
Conditional probability mutation in LZWGA
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Evolvability and speed of evolutionary algorithms in light of recent developments in biology
Journal of Artificial Evolution and Applications
The Clock Proxy Auction for Allocating Radio Spectrum Licenses
Computational Economics
Visual object tracking by an evolutionary self-organizing neural network
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Evolutionary neural networks for practical applications
Evaluating an evolutionary method of design style imitation
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Comparative study on VQ with simple GA and ordain GA
ACMOS'07 Proceedings of the 9th WSEAS international conference on Automatic control, modelling and simulation
Investigation of matchmaking and a genetic algorithm for multilateral and integrative E-negotiations
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
Multi-objective genetic algorithm evaluation in feature selection
EMO'11 Proceedings of the 6th international conference on Evolutionary multi-criterion optimization
Visualizing multidimensional data through multilayer perceptron maps
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Sensitiveness of evolutionary algorithms to the random number generator
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
New efficient techniques for dynamic detection of likely invariants
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
An algorithm for deciding minimal cache sizes in real-time systems
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Mutation as a diversity enhancing mechanism in genetic programming
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Localizing program logical errors using extraction of knowledge from invariants
SEA'11 Proceedings of the 10th international conference on Experimental algorithms
View construction for multi-view semi-supervised learning
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part I
Evolving a self-organizing feature map for visual object tracking
WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps
Self-tuned Evolution-COnstructed features for general object recognition
Pattern Recognition
A formal framework for declarative scene description transformation into geometric constraints
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
A genetic algorithm for design of moment-resisting steel frames
Structural and Multidisciplinary Optimization
Automated fish taxonomy using evolution-constructed features
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Information Sciences: an International Journal
Cryptanalysis of simplified-DES using computational intelligence
WSEAS Transactions on Computers
Exploring the sensitivity to representation of an evolutionary algorithm for the design of shapes
C&C '11 Proceedings of the 8th ACM conference on Creativity and cognition
Evolution in ecological agent systems
International Journal of Bio-Inspired Computation
ISPA'06 Proceedings of the 2006 international conference on Frontiers of High Performance Computing and Networking
Web usage mining using evolutionary support vector machine
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
How do evolved digital logic circuits generalise successfully?
ECAL'05 Proceedings of the 8th European conference on Advances in Artificial Life
Evolving sequential combinations of elementary cellular automata rules
ECAL'05 Proceedings of the 8th European conference on Advances in Artificial Life
Valency for adaptive homeostatic agents: relating evolution and learning
ECAL'05 Proceedings of the 8th European conference on Advances in Artificial Life
Use of a genetic algorithm for building efficient choice designs
International Journal of Bio-Inspired Computation
Goal-driven collaborative filtering – a directional error based approach
ECIR'2010 Proceedings of the 32nd European conference on Advances in Information Retrieval
Comparing cellular and panmictic genetic algorithms for real-time object detection
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
Invasive connectionist evolution
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Similarity-based training set acquisition for continuous handwriting recognition
Information Sciences: an International Journal
A competitive co-evolving support vector clustering
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
A genetic algorithm for workload scheduling in cloud based e-learning
Proceedings of the 2nd International Workshop on Cloud Computing Platforms
Generating query plans for distributed query processing using genetic algorithm
ICICA'11 Proceedings of the Second international conference on Information Computing and Applications
Self organization for area coverage maximization and energy conservation in mobile ad hoc networks
Transactions on Computational Science XV
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Using artificial epigenetic regulatory networks to control complex tasks within chaotic systems
IPCAT'12 Proceedings of the 9th international conference on Information Processing in Cells and Tissues
A parallel genetic algorithm for propensity modeling in consumer finance
SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Sequence design for MPG QS-CDMA systems based on heuristic combinatorial optimization
Wireless Communications & Mobile Computing
A genetic approach for synthesizing metabolic models from time series
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
A genetic algorithm approach to multi-agent itinerary planning in wireless sensor networks
Mobile Networks and Applications - Special issue on Wireless and Personal Communications
ICCSA'12 Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part I
Computer Networks: The International Journal of Computer and Telecommunications Networking
Improving tensor based recommenders with clustering
UMAP'12 Proceedings of the 20th international conference on User Modeling, Adaptation, and Personalization
Memetic algorithms for de novo motif-finding in biomedical sequences
Artificial Intelligence in Medicine
Experimental validation of an evolutionary method to identify a mobile robot's position
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
Enhancing genetic algorithms for dependent job scheduling in grid computing environments
The Journal of Supercomputing
Fast computation of the performance evaluation of biometric systems: Application to multibiometrics
Future Generation Computer Systems
Towards an evolutionary procedure for reverse-engineering biological networks
ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
Cellular automata-based systems with fault-tolerance
Natural Computing: an international journal
LZW Encoding in Genetic Algorithm
International Journal of Applied Evolutionary Computation
A new iterative mutually coupled hybrid GA-PSO approach for curve fitting in manufacturing
Applied Soft Computing
Congestion control in wireless sensor networks based on bird flocking behavior
Computer Networks: The International Journal of Computer and Telecommunications Networking
Synergy in ant foraging strategies: memory and communication alone and in combination
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Open-ended behavioral complexity for evolved virtual creatures
Proceedings of the 15th annual conference on Genetic and evolutionary computation
An effective heuristic for the smallest grammar problem
Proceedings of the 15th annual conference on Genetic and evolutionary computation
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Evolutionary Computation
A heuristic approach to locate candidate web service in legacy software
International Journal of Computer Applications in Technology
Hybrid fuzzy-genetic system for optimising cabled-truss structures
Advances in Engineering Software
Choreographic architecture: inscribing instructions in an auxetic based material system
Proceedings of the Symposium on Simulation for Architecture & Urban Design
Application of data mining techniques for detecting asymptomatic carotid artery stenosis
Computers and Electrical Engineering
DEAP: evolutionary algorithms made easy
The Journal of Machine Learning Research
A feature construction method for general object recognition
Pattern Recognition
International Journal of Data Mining and Bioinformatics
A survey of the satisfiability-problems solving algorithms
International Journal of Advanced Intelligence Paradigms
International Journal of Computer Applications in Technology
Using chip multithreading to speed up scenario-based design space exploration: a case study
Proceedings of the 6th Workshop on Rapid Simulation and Performance Evaluation: Methods and Tools
Generative methods and the design process: A design tool for conceptual settlement planning
Applied Soft Computing
Evolutionary k-means for distributed data sets
Neurocomputing
Sensitivity analysis of fuzzy-genetic approach applied to cabled-truss design
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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From the Publisher: "This is the best general book on Genetic Algorithms written to date. It covers background, history, and motivation; it selects important, informative examples of applications and discusses the use of Genetic Algorithms in scientific models; and it gives a good account of the status of the theory of Genetic Algorithms. Best of all the book presents its material in clear, straightforward, felicitous prose, accessible to anyone with a college-level scientific background. If you want a broad, solid understanding of Genetic Algorithms -- where they came from, what's being done with them, and where they are going -- this is the book. -- John H. Holland, Professor, Computer Science and Engineering, and Professor of Psychology, The University of Michigan; External Professor, the Santa Fe Institute. Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own. It focuses in depth on a small set of important and interesting topics -- particularly in machine learning, scientific modeling, and artificial life -- and reviews a broad span of research, including the work of Mitchell and her colleagues. The descriptions of applications and modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, and population genetics, underscoring the exciting "general purpose" nature of genetic algorithms as search methods that can be employed across disciplines. An Introduction to Genetic Algorithms is accessible to students and researchers in any scientific discipline. It includes many thought and computer exercises that build on and reinforce the reader's understanding of the text. The first chapter introduces genetic algorithms and their terminology and describes two provocative applications in detail. The second and third chapters look at the use of genetic algorithms in machine learning (computer programs, data analysis and prediction, neural networks) and in scientific models (interactions among learning, evolution, and culture; sexual selection; ecosystems; evolutionary activity). Several approaches to the theory of genetic algorithms are discussed in depth in the fourth chapter. The fifth chapter takes up implementation, and the last chapter poses some currently unanswered questions and surveys prospects for the future of evolutionary computation.