Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules
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
Incrementing Multi-objective Evolutionary Algorithms: Performance Studies and Comparisons
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
A Study on Distribution Preservation Mechanism in Evolutionary Multi-Objective Optimization
Artificial Intelligence Review
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Genetic algorithms for the sailor assignment problem
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Tantrix: A Minute to Learn, 100 (Genetic Algorithm) Generations to Master
Genetic Programming and Evolvable Machines
Anisotropic selection in cellular genetic algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Comparison of multi-modal optimization algorithms based on evolutionary algorithms
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A multipopulation cultural algorithm using fuzzy clustering
Applied Soft Computing
Crowding clustering genetic algorithm for multimodal function optimization
Applied Soft Computing
A coevolutionary genetic algorithm using fuzzy clustering
Intelligent Data Analysis
Regulatory Motif Discovery Using a Population Clustering Evolutionary Algorithm
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Real-time machine learning in embedded software and hardware platforms
International Journal of Intelligent Systems Technologies and Applications
Journal of Intelligent and Robotic Systems
On the application of linear transformations for genetic algorithms optimization
International Journal of Knowledge-based and Intelligent Engineering Systems
Exploiting the path of least resistance in evolution
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Replacement strategies to preserve useful diversity in steady-state genetic algorithms
Information Sciences: an International Journal
A detecting peak's number technique for multimodal function optimization
WSEAS Transactions on Information Science and Applications
Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance
Genetic Algorithm applied to Paroxysmal Atrial Fibrillation Prediction
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Industrial strength COMPASS: A comprehensive algorithm and software for optimization via simulation
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Overcoming the bootstrap problem in evolutionary robotics using behavioral diversity
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Dynamics of fitness sharing evolutionary algorithms for coevolution of multiple species
Applied Soft Computing
Paroxysmal atrial fibrillation prediction application using genetic algorithms
ICCS'03 Proceedings of the 2003 international conference on Computational science
IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems
Non-invasive Atrial disease diagnosis using decision rules: a multi-objective optimization approach
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
Predication based immune network for multimodal function optimization
Engineering Applications of Artificial Intelligence
A simple powerful constraint for genetic programming
EuroGP'08 Proceedings of the 11th European conference on Genetic programming
Niching without niching parameters: particle swarm optimization using a ring topology
IEEE Transactions on Evolutionary Computation
Sustaining behavioral diversity in NEAT
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Viewing the problem from different angles: a new diversity measure based on angular distances
Journal of Artificial Evolution and Applications
A dual-population genetic algorithm for adaptive diversity control
IEEE Transactions on Evolutionary Computation
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Evolutionary neural networks for practical applications
A genetic algorithm for optimization of laminated dies manufacturing
Computer-Aided Design
An effective colour feature extraction method using evolutionary computation for face recognition
International Journal of Biometrics
Critical factors in the performance of novelty search
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Speciation in evolutionary algorithms: adaptive species discovery
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Effect of topology on diversity of spatially-structured evolutionary algorithms
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Fitness sharing genetic algorithm with self-adaptive annealing peaks radii control method
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
A novel clustering fitness sharing genetic algorithm
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
A novel type of niching methods based on steady-state genetic algorithm
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Encouraging behavioral diversity in evolutionary robotics: An empirical study
Evolutionary Computation
Diversity Guided Evolutionary Programming: A novel approach for continuous optimization
Applied Soft Computing
An investigation of fitness sharing with semantic and syntactic distance metrics
EuroGP'12 Proceedings of the 15th European conference on Genetic Programming
A fuzzy clustering-based niching approach to multimodal function optimization
Cognitive Systems Research
Analysis of new niching genetic algorithms for finding multiple solutions in the job shop scheduling
Journal of Intelligent Manufacturing
Estimating the evolution direction of populations to improve genetic algorithms
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Evolving team behaviors with specialization
Genetic Programming and Evolvable Machines
Fuzzy genetic sharing for dynamic optimization
International Journal of Automation and Computing
Collaboration and Competition Process: A Multi-Teams and Genetic Algorithm Hybrid Approach
International Journal of Artificial Life Research
A framework for evolutionary algorithms based on Charles Sanders Peirce's evolutionary semiotics
Information Sciences: an International Journal
An efficient distance metric for linear genetic programming
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Exploration and exploitation in evolutionary algorithms: A survey
ACM Computing Surveys (CSUR)
A multiple minima genetic algorithm for protein structure prediction
Applied Soft Computing
A Review of Niching Genetic Algorithms for Multimodal Function Optimization
Cybernetics and Systems Analysis
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Interest in multimodal optimization function is expanding rapidly since real-world optimization problems often require the location of multiple optima in the search space. In this context, fitness sharing has been used widely to maintain population diversity and permit the investigation of manly peaks in the feasible domain. This paper reviews various strategies of sharing and proposes new recombination schemes to improve its efficiency. Some empirical results are presented for high and a limited number of fitness function evaluations. Finally, the study compares the sharing method with other niching techniques