Reducing bias and inefficiency in the selection algorithm
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
The ARGOT strategy: adaptive representation genetic optimizer technique
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Classifier systems and genetic algorithms
Artificial Intelligence
Scheduling problems and traveling salesman: the genetic edge recombination
Proceedings of the third international conference on Genetic algorithms
Generalizing the notion of schema in genetic algorithms
Artificial Intelligence
Proceedings of the fourth international conference on Genetic algorithms
Proceedings of the fourth international conference on Genetic algorithms
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Genetic programming (videotape): the movie
Genetic programming (videotape): the movie
Dynamic Parameter Encoding for Genetic Algorithms
Machine Learning
Genetic and evolutionary algorithms come of age
Communications of the ACM
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
Fuzzy connectives based crossover operators to model genetic algorithms population diversity
Fuzzy Sets and Systems
Genetic Algorithms for Machine Learning
Genetic Algorithms for Machine Learning
Evolution and Optimum Seeking: The Sixth Generation
Evolution and Optimum Seeking: The Sixth Generation
International Workshop on Combinations of Genetic Algorithms and Neural Networks
International Workshop on Combinations of Genetic Algorithms and Neural Networks
Genetic Algorithms and Robotics
Genetic Algorithms and Robotics
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Induction: Processes of Inference, Learning, and Discovery
Induction: Processes of Inference, Learning, and Discovery
Proceedings of the 5th International Conference on Genetic Algorithms
Proceedings of the 5th International Conference on Genetic Algorithms
Adaptive Selection Methods for Genetic Algorithms
Proceedings of the 1st International Conference on Genetic Algorithms
Biases in the Crossover Landscape
Proceedings of the 3rd International Conference on Genetic Algorithms
A New Interpretation of Schema Notation that Overtums the Binary Encoding Constraint
Proceedings of the 3rd International Conference on Genetic Algorithms
Adapting Operator Probabilities in Genetic Algorithms
Proceedings of the 3rd International Conference on Genetic Algorithms
Uniform Crossover in Genetic Algorithms
Proceedings of the 3rd International Conference on Genetic Algorithms
Application of Genetic Algorithms in Chemometrics
Proceedings of the 3rd International Conference on Genetic Algorithms
Using Genetic Algorithms with Small Populations
Proceedings of the 5th International Conference on Genetic Algorithms
Expected Allele Coverage and the Role of Mutation in Genetic Algorithms
Proceedings of the 5th International Conference on Genetic Algorithms
A New Class of the Crossover Operators for the Numerical Optimization
Proceedings of the 6th International Conference on Genetic Algorithms
From Recombination of Genes to the Estimation of Distributions II. Continuous Parameters
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
Heuristic Crossovers for Real-Coded Genetic Algorithms Based on Fuzzy Connectives
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
Self-Adaptive Genetic Algorithm for Numeric Functions
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
PPSN IV Proceedings of the 4th International Conference on Parallel Problem Solving from Nature
Selected papers from the EEE/Nagoya-University World Wisepersons Workshop on Fuzzy Logic, Neural Networks, and Evolutionary Computation
Fuzzy Recombination for the Breeder Genetic Algorithm
Proceedings of the 6th International Conference on Genetic Algorithms
An analysis of the behavior of a class of genetic adaptive systems.
An analysis of the behavior of a class of genetic adaptive systems.
Some comments on evolutionary algorithm theory
Evolutionary Computation
An analysis on crossovers for real number chromosomes in an infinite population size
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
A modular geometric constraint solver for user interface applications
Proceedings of the 14th annual ACM symposium on User interface software and technology
A geometric constraint library for 3D graphical applications
Proceedings of the 2nd international symposium on Smart graphics
Two-Loop Real-Coded Genetic Algorithms with Adaptive Control of Mutation Step Sizes
Applied Intelligence
A test of genetic algorithms in relevance feedback
Information Processing and Management: an International Journal
Fuzzy Control of HVAC Systems Optimized by Genetic Algorithms
Applied Intelligence
A computationally efficient evolutionary algorithm for real-parameter optimization
Evolutionary Computation
Surface Extraction from Volumetric Images Using Deformable Meshes: A Comparative Study
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Theoretical Analysis of the Confidence Interval Based Crossover for Real-Coded Genetic Algorithms
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
Crossover Operator Effect in Function Optimization with Constraints
PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Real-coded memetic algorithms with crossover hill-climbing
Evolutionary Computation - Special issue on magnetic algorithms
Genetic granular classifiers in modeling software quality
Journal of Systems and Software
Use of statistical outlier detection method in adaptive evolutionary algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Credit assignment in adaptive evolutionary algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Initial approaches to the application of islands-based parallel EDAs in continuous domains
Journal of Parallel and Distributed Computing - Special issue on parallel bioinspired algorithms
Multiobjective simulation optimization using an enhanced genetic algorithm
WSC '05 Proceedings of the 37th conference on Winter simulation
On linear mixture of expert approaches to information retrieval
Decision Support Systems
Logic - Oriented Fuzzy Neural Networks
International Journal of Hybrid Intelligent Systems
Improving crossover operator for real-coded genetic algorithms using virtual parents
Journal of Heuristics
Tuning range image segmentation by genetic algorithm
EURASIP Journal on Applied Signal Processing
ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
International Journal of Intelligent Systems Technologies and Applications
Evolutionary approach to combined multiple models tuning
International Journal of Knowledge-based and Intelligent Engineering Systems - Extended papers selected from KES-2006
A genetic algorithm calibration method based on convergence due to genetic drift
Information Sciences: an International Journal
Personalised subscription pricing for optimised wireless mesh network deployment
Computer Networks: The International Journal of Computer and Telecommunications Networking
Application domain study of evolutionary algorithms in optimization problems
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Genetic algorithm in removing local NURBS surface irregularities using highlight lines
Proceedings of the 10th annual conference on Genetic and evolutionary computation
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
Boosting the Performance of a Multiobjective Algorithm to Design RBFNNs Through Parallelization
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Research on Emotional Vocabulary-Driven Personalized Music Retrieval
Edutainment '08 Proceedings of the 3rd international conference on Technologies for E-Learning and Digital Entertainment
Find Key m/z Values in Predication of Mass Spectrometry Cancer Data
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Replacement strategies to preserve useful diversity in steady-state genetic algorithms
Information Sciences: an International Journal
GENETIC ALGORITHM APPLICATION TO THE STANDARD ARABIC PHONEMES CLASSIFICATION
Cybernetics and Systems
A model for generating optimal process plans in RMS
International Journal of Computer Integrated Manufacturing - Digital Enterprise Technology: Perspectives and Future Challenges
Nonconvex economic load dispatch using an efficient real-coded genetic algorithm
Applied Soft Computing
Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining
Journal of Intelligent Information Systems
Memetic Algorithm for Intense Local Search Methods Using Local Search Chains
HM '08 Proceedings of the 5th International Workshop on Hybrid Metaheuristics
Finite Elements in Analysis and Design
MOGAMOD: Multi-objective genetic algorithm for motif discovery
Expert Systems with Applications: An International Journal
Introduction to Evolutionary Multiobjective Optimization
Multiobjective Optimization
A hybrid coevolutionary algorithm for designing fuzzy classifiers
Information Sciences: an International Journal
Modeling Implicit Collusion Using Coevolution
Operations Research
Soft sensor for NOx and O2 using dynamic neural networks
Computers and Electrical Engineering
Using GA-ANN algorithm to predicate coal bump energy
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
A Cross-Layer WiMAX Scheduling Algorithm Based on Genetic Algorithm
CNSR '09 Proceedings of the 2009 Seventh Annual Communication Networks and Services Research Conference
Analysis and improvement of the genetic discovery component of XCS
International Journal of Hybrid Intelligent Systems - Data Mining and Hybrid Intelligent Systems
New entropy model for extraction of structural information from XCS population
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
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Wrapping VRXQuery with self-adaptive fuzzy capabilities
Web Intelligence and Agent Systems
Information Sciences: an International Journal
CIXL2: a crossover operator for evolutionary algorithms based on population features
Journal of Artificial Intelligence Research
Self-adaptive multimethod search for global optimization in real-parameter spaces
IEEE Transactions on Evolutionary Computation
Development of genetic fuzzy logic controllers for complex production systems
Computers and Industrial Engineering
Evolving best-response strategies for market-driven agents using aggregative fitness GA
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Autonomous classifiers with understandable rule using multi-objective genetic algorithms
Expert Systems with Applications: An International Journal
Real-coded genetic algorithm for parametric modelling of a TRMS
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Fuzzy numbers and fuzzification of the Choquet integral
Fuzzy Sets and Systems
Genetic learning of fuzzy cognitive maps
Fuzzy Sets and Systems
A proposal on reasoning methods in fuzzy rule-based classification systems
International Journal of Approximate Reasoning
Genetic tuning for improving Wang and Mendel's fuzzy database
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Using fuzzy cognitive map for evaluation of RFID-based reverse logistics services
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Memetic algorithms for continuous optimisation based on local search chains
Evolutionary Computation
Computers in Biology and Medicine
Genetic algorithm dynamic performance evaluation for RFID reverse logistic management
Expert Systems with Applications: An International Journal
A divide and conquer method for learning large Fuzzy Cognitive Maps
Fuzzy Sets and Systems
Pattern Recognition Letters
Journal of Global Optimization
Deriving priority in AHP using evolutionary computing approach
WSEAS Transactions on Information Science and Applications
Composite laminates buckling optimization through Lévy based ant colony optimization
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Engineering Applications of Artificial Intelligence
Mitigating deception in genetic search through suitable coding
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Quantum-inspired evolutionary algorithms: a survey and empirical study
Journal of Heuristics
Are evolutionary algorithm competitions characterizing landscapes appropriately
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Multi-objective GA rule extraction in a parallel framework
Proceedings of the 15th WSEAS international conference on Computers
An advanced scatter search design for skull-face overlay in craniofacial superimposition
Expert Systems with Applications: An International Journal
Information Sciences: an International Journal
Characterization of evaluation metrics in topical web crawling based on genetic algorithm
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Multiobjective RBFNNs designer for function approximation: an application for mineral reduction
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Building a better air defence system using genetic algorithms
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Induction of linear decision trees with real-coded genetic algorithms and k-d trees
IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
Design of prestressed concrete flat slab using modern heuristic optimization techniques
Expert Systems with Applications: An International Journal
Hybrid genetic algorithm for minimum dominating set problem
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part IV
ACSAC'05 Proceedings of the 10th Asia-Pacific conference on Advances in Computer Systems Architecture
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Genetic design of feature spaces for pattern classifiers
Artificial Intelligence in Medicine
Localising and quantifying damage by means of a multi-chromosome genetic algorithm
Advances in Engineering Software
Optimization of a pumping ship trajectory to clean oil contamination in the open sea
Mathematical and Computer Modelling: An International Journal
An evolutionary tuned driving system for virtual car racing games: The AUTOPIA driver
International Journal of Intelligent Systems
Crossover-based local search in cooperative co-evolutionary feedforward neural networks
Applied Soft Computing
Advances in Fuzzy Systems - Special issue on Hybrid Biomedical Intelligent Systems
ICARIS'12 Proceedings of the 11th international conference on Artificial Immune Systems
Pattern Recognition Letters
Information Sciences: an International Journal
Computers and Operations Research
Application of Evolutionary Algorithms for Humanoid Robot Motion Planning
Journal of Information Technology Research
Evolutionary algorithm characterization in real parameter optimization problems
Applied Soft Computing
Genetic-based real-time fast-flux service networks detection
Computer Networks: The International Journal of Computer and Telecommunications Networking
Information Sciences: an International Journal
Segmentation of histological images using a metaheuristic-based level set approach
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Evolution by adapting surrogates
Evolutionary Computation
Comprehensive Survey of the Hybrid Evolutionary Algorithms
International Journal of Applied Evolutionary Computation
Wireless Personal Communications: An International Journal
An analysis of the migration rates for biogeography-based optimization
Information Sciences: an International Journal
Optimization of material parameter identification in biomechanics
Structural and Multidisciplinary Optimization
An integration of fuzzy inference systems and Genetic Algorithms for Wireless Sensor Networks
International Journal of Hybrid Intelligent Systems
| Hi-index | 0.01 |
Genetic algorithms play a significant role, as search techniques forhandling complex spaces, in many fields such as artificial intelligence, engineering, robotic, etc. Genetic algorithms are based on the underlying genetic process in biological organisms and on the naturalevolution principles of populations. These algorithms process apopulation of chromosomes, which represent search space solutions,with three operations: selection, crossover and mutation.Under its initial formulation, the search space solutions are coded using the binary alphabet. However, the good properties related with these algorithms do not stem from the use of this alphabet; other coding types have been considered for the representation issue, such as real coding, which would seem particularly natural when tackling optimization problems of parameters with variables in continuous domains. In this paper we review the features of real-coded genetic algorithms. Different models of genetic operators and some mechanisms available for studying the behaviour of this type of genetic algorithms are revised and compared.