Realization of semiconductor device synthesis with the parallel genetic algorithm
Proceedings of the 2001 Asia and South Pacific Design Automation Conference
Evolving the Topology and the Weights of Neural Networks Using a Dual Representation
Applied Intelligence
Evolution of Appropriate Crossover and Mutation Operators in a Genetic Process
Applied Intelligence
Heuristic Learning Based on Genetic Programming
Genetic Programming and Evolvable Machines
Trace-Based Methods for Solving Nonlinear Global Optimization and Satisfiability Problems
Journal of Global Optimization
Efficient and Adaptive Lagrange-Multiplier Methods for Nonlinear Continuous Global Optimization
Journal of Global Optimization
Recent approaches to global optimization problems through Particle Swarm Optimization
Natural Computing: an international journal
A Survey of Automated Timetabling
Artificial Intelligence Review
A Parallel Evolutionary Algorithm for Stochastic Natural Language Parsing
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
ADVIS '00 Proceedings of the First International Conference on Advances in Information Systems
Soft Computing Genetic Tool V3.0 - Applications
Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days
Tacking Epistatic Problems Using Dynastically Optimal Recombination
Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days
Too Much Knowledge Hurts: Acceleration of Genetic Programs for Learning Heuristics
Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
Fuzzy-Neural Inference in Decision Trees
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Part-of-Speech Tagging with Evolutionary Algorithms
CICLing '02 Proceedings of the Third International Conference on Computational Linguistics and Intelligent Text Processing
ICECT'03 Proceedings of the third international conference on Engineering computational technology
A real-coded genetic algorithm using the unimodal normal distribution crossover
Advances in evolutionary computing
Hybrid identification in fuzzy-neural networks
Fuzzy Sets and Systems - Theme: Learning and modeling
Evolvable Hardware in Evolutionary Robotics
Autonomous Robots
Kriging as a surrogate fitness landscape in evolutionary optimization
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Introduction: Considerations on the Logical Structure of Evolutionary Theories
Computational & Mathematical Organization Theory
Node deletion sequences in influence diagrams using genetic algorithms
Statistics and Computing
Parallel heterogeneous genetic algorithms for continuous optimization
Parallel Computing - Special issue: Parallel and nature-inspired computational paradigms and applications
Proximity and priority: applying a gene expression algorithm to the Traveling Salesperson Problem
Parallel Computing - Special issue: Parallel and nature-inspired computational paradigms and applications
Earliness/tardiness scheduling with a common due date and family setups
Computers and Industrial Engineering
On the Convergence of a Population-Based Global Optimization Algorithm
Journal of Global Optimization
Fuzzy Cognitive Maps Learning Using Particle Swarm Optimization
Journal of Intelligent Information Systems
An accurate cost model for guiding data locality transformations
ACM Transactions on Programming Languages and Systems (TOPLAS)
Distributed genetic algorithm for subtraction radiography
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
G2DGA: an adaptive framework for internet-based distributed genetic algorithms
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Exploring network topology evolution through evolutionary computations
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Hybrid genetic algorithm with adaptive local search scheme
Computers and Industrial Engineering - Special issue: Computational intelligence and information technology applications to industrial engineering selected papers from the 33 rd ICC&IE
On linear mixture of expert approaches to information retrieval
Decision Support Systems
Context-Independent Scatter and Tabu Search for Permutation Problems
INFORMS Journal on Computing
Application of elitist multi-objective genetic algorithm for classification rule generation
Applied Soft Computing
Artificial life techniques for load balancing in computational grids
Journal of Computer and System Sciences
Generative learning of visual concepts using multiobjective genetic programming
Pattern Recognition Letters
Case studies of network designs with technology considerations
Computer Communications
A Latency-Aware Partitioning Method for Distributed Virtual Environment Systems
IEEE Transactions on Parallel and Distributed Systems
An evolutionary algorithm for interval solid transportation problems
Evolutionary Computation
An evolutionary computing approach to probabilistic reasoning on bayesian networks
Evolutionary Computation
International Journal of Computer Applications in Technology
Evolutionary approach to combined multiple models tuning
International Journal of Knowledge-based and Intelligent Engineering Systems - Extended papers selected from KES-2006
Immunity based genetic algorithm for solving quadratic assignment problem (QAP)
ICECS'03 Proceedings of the 2nd WSEAS International Conference on Electronics, Control and Signal Processing
Redesigning network topology with technology considerations
International Journal of Network Management
Search space reduction technique for constrained optimization with tiny feasible space
Proceedings of the 10th annual conference on Genetic and evolutionary computation
International Journal of Computer Integrated Manufacturing - Global Competitive Manufacturing
GENETIC ALGORITHMS FOR DECISIONAL DNA: SOLVING SETS OF EXPERIENCE KNOWLEDGE STRUCTURE
Cybernetics and Systems
International Journal of Remote Sensing
Solving the sum-of-ratios problem by a stochastic search algorithm
Journal of Global Optimization
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
A New Self-adaptative Crossover Operator for Real-Coded Evolutionary Algorithms
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
An IA Based Approach for the Optimal Design of Traffic-Monitor Systems
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
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
SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications
International Journal of Systems Science
DESIGNING ROAD NETWORKS FOR TRANSPORT PLANNING USING EVOLUTIONARY COMPUTATION
Applied Artificial Intelligence
Planner for sheet metal components to obtain optimal bend sequence using a genetic algorithm
International Journal of Computer Integrated Manufacturing
A novel solution for the Hausdorff measure computation of Sierpinski carpet
WSEAS TRANSACTIONS on SYSTEMS
Fuzzy control of undersea robotic vehicle in plane motion
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Local search: A guide for the information retrieval practitioner
Information Processing and Management: an International Journal
WSEAS Transactions on Information Science and Applications
Introduction to Evolutionary Multiobjective Optimization
Multiobjective Optimization
Hybrid genetic algorithm with adaptive local search scheme
Computers and Industrial Engineering
Evolutionary Optimization of Number of Gates in PLA Circuits Implemented in VLSI Circuits
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
A hybrid GA-ant colony approach for exploring the relationship between IT and firm performance
International Journal of Business Information Systems
ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks
International Journal of Systems Science
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Nonlinear Parametric Model Identification using Genetic Algorithms
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
A genetic algorithm for the construction of small and highly testable OKFDD-circuits
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Evolutionary design of Evolutionary Algorithms
Genetic Programming and Evolvable Machines
Networks Consolidation through Soft Computing
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
A comparative study of partitioning methods for crowd simulations
Applied Soft Computing
Applying genetic algorithm for the development of the components-based embedded system
Computer Standards & Interfaces
Ant colony optimization incorporated with fuzzy Q-learning for reinforcement fuzzy control
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Empirical comparison of MOPSO methods: guide selection and diversity preservation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Multiobjective dispatch of hydrogenerating units using a two-step genetic algorithm method
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Shrinking neighborhood evolution: a novel stochastic algorithm for numerical optimization
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A comparison of machine-learning algorithms for dynamic scheduling of flexible manufacturing systems
Engineering Applications of Artificial Intelligence
Hybrid solution algorithms for task scheduling problem with moving executors
Engineering Applications of Artificial Intelligence
Fuzzy numbers and fuzzification of the Choquet integral
Fuzzy Sets and Systems
A learning automata based algorithm for optimization of continuous complex functions
Information Sciences: an International Journal
A hybrid search algorithm with heuristics for resource allocation problem
Information Sciences: an International Journal
A proposal on reasoning methods in fuzzy rule-based classification systems
International Journal of Approximate Reasoning
Soft computing optimization methods applied to logistic processes
International Journal of Approximate Reasoning
Learning parameters of a genetic algorithm applied to signal classification
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
Segmentation of Breast Cancer Fine Needle Biopsy Cytological Images
International Journal of Applied Mathematics and Computer Science - Special Section: Selected Topics in Biological Cybernetics, Special Editors: Andrzej Kasiński and Filip Ponulak
What Format for Multi-Unit Multiple-Bid Auctions?
Computational Economics
Telematics and Informatics
Expert Systems with Applications: An International Journal
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Optimal design of water distribution system by multiobjective evolutionary methods
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
IWLCS'03-05 Proceedings of the 2003-2005 international conference on Learning classifier systems
Efficient reinforcement hybrid evolutionary learning for recurrent wavelet-based neuro-fuzzy systems
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
NAIS: a calibrated immune inspired algorithm to solve binary constraint satisfaction problems
ICARIS'07 Proceedings of the 6th international conference on Artificial immune systems
Blind matrix decomposition via genetic optimization of sparseness and nonnegativity constraints
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
On the running time analysis of the (1+1) evolutionary algorithm for the subset sum problem
LSMS'07 Proceedings of the Life system modeling and simulation 2007 international conference on Bio-Inspired computational intelligence and applications
Generalized schemata theorem incorporating twin removal for protein structure prediction
PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics
Optimal design of powder compaction processes via genetic algorithm technique
Finite Elements in Analysis and Design
Engineering Applications of Artificial Intelligence
Solving bus terminal location problems using evolutionary algorithms
Applied Soft Computing
Asymptotic analysis of computational multi-agent systems
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Simulation of spatial motion of self-propelled mine counter charge
ICOSSE'06 Proceedings of the 5th WSEAS international conference on System science and simulation in engineering
Evolutionary design of constructive multilayer feedforward neural network
ICS'06 Proceedings of the 10th WSEAS international conference on Systems
Improving on excellence: an evolutionary approach
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
Constrained evolutionary programming approaches to power system economic dispatch
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
Fuzzy control of motion of underwater robotic vehicle
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Simulation evaluation for on-demand bus system with electrical vehicles
Intelligent Decision Technologies - Special issue on design of intelligent environment
Evolutionary strategies for non-uniform deployment in wireless sensor networks
International Journal of Communication Networks and Distributed Systems
Dynamic resource scheduling and workflow management in cloud computing
WISS'10 Proceedings of the 2010 international conference on Web information systems engineering
A genetic algorithm for the project scheduling with the resource constraints
Annales UMCS, Informatica
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A new library for evolutionary algorithms
PPAM'05 Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics
A genetic algorithm for cocyclic hadamard matrices
AAECC'06 Proceedings of the 16th international conference on Applied Algebra, Algebraic Algorithms and Error-Correcting Codes
Traffic actuated car navigation systems in mobile communication networks
EUC'06 Proceedings of the 2006 international conference on Emerging Directions in Embedded and Ubiquitous Computing
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
The allele meta-model – developing a common language for genetic algorithms
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
A fuzzy time series prediction method using the evolutionary algorithm
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
Near-optimal padding for removing conflict misses
LCPC'02 Proceedings of the 15th international conference on Languages and Compilers for Parallel Computing
Forecasting with a dynamic window of time: the DyFor genetic program model
IMTCI'04 Proceedings of the Second international conference on Intelligent Media Technology for Communicative Intelligence
Recognizing connected digit strings using neural networks
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Optimal strategy for resource allocation of two-dimensional potts model using genetic algorithm
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Evolutionary computing for knowledge discovery in medical diagnosis
Artificial Intelligence in Medicine
Reasoning and Facts Explanation in Valuation Based Systems
Fundamenta Informaticae
Adaptive directed mutation for real-coded genetic algorithms
Applied Soft Computing
Computers and Industrial Engineering
A genetic algorithm based augmented Lagrangian method for constrained optimization
Computational Optimization and Applications
Multiple model text normalization for the polish language
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Evolutionary multi-agent system in hard benchmark continuous optimisation
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
Improving the design of sequences for DNA computing: A multiobjective evolutionary approach
Applied Soft Computing
Decentralized task allocation for surveillance systems with critical tasks
Robotics and Autonomous Systems
Hierarchical genetic-based grid scheduling with energy optimization
Cluster Computing
GABES: A genetic algorithm based environment for SEU testing in SRAM-FPGAs
Journal of Systems Architecture: the EUROMICRO Journal
Analysing mutation schemes for real-parameter genetic algorithms
International Journal of Artificial Intelligence and Soft Computing
Variance as a Stopping Criterion for Genetic Algorithms with Elitist Model
Fundamenta Informaticae
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From the Publisher:Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence evolution programming techniques, based on genetic algorithms, are applicable to many hard optimization problems, such as optimization of functions with linear and nonlinear constraints, the traveling salesman problem, and problems of scheduling, partitioning, and control. The importance of these techniques is still growing, since evolution programs are parallel in nature, and parallelism is one of the most promising directions in computer science. The aim of this book is to talk about the field of evolutionary computation in simple terms, and discuss the simplicity and elegance of its methods on many interesting test cases. The book may serve as a guide to writing an evolution program, and to making this an enjoyable experience. It is self-contained and the only prerequisite is basic undergraduate mathematics. Aimed at researchers, practitioners, and graduate students, it may serve as a text for advanced courses in computer science and artificial intelligence, operations research, and engineering. This third edition has been substantially revised and extended. Three new chapters discuss the recent paradigm of genetic programming, heuristic methods and constraint handling, and current directions of research. Additional appendices contain test functions for experiments with evolutionary techniques and discuss possible projects for use in a project-oriented course.