An unorthodox introduction to Memetic Algorithms
ACM SIGEVOlution
A probabilistic memetic framework
IEEE Transactions on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Multimodality Image Registration by Particle Swarm Optimization of Mutual Information
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
Barebones particle swarm for multi-objective optimisation problems
International Journal of Innovative Computing and Applications
Image compression and recovery through compressive sampling and particle swarm
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
Multiobjective optimization of temporal processes
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
Generalizing surrogate-assisted evolutionary computation
IEEE Transactions on Evolutionary Computation
A particle swarm optimization based memetic algorithm for dynamic optimization problems
Natural Computing: an international journal
Particle swarm optimization-based extremum seeking control
ICIC'10 Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing
Crashworthiness design of vehicle by using multiobjective robust optimization
Structural and Multidisciplinary Optimization
Correlative particle swarm optimization for multi-objective problems
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part II
Multi-objective particle swarm optimization algorithm based on the disturbance operation
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part I
Swarm intelligence-based extremum seeking control
Expert Systems with Applications: An International Journal
Particle swarm optimization applied to image vector quantization
LSMS'07 Proceedings of the 2007 international conference on Life System Modeling and Simulation
Multiobjective reliability-based optimization for design of a vehicledoor
Finite Elements in Analysis and Design
Particle swarm optimization with increasing topology connectivity
Engineering Applications of Artificial Intelligence
Region based memetic algorithm for real-parameter optimisation
Information Sciences: an International Journal
A differential memetic algorithm
Artificial Intelligence Review
A multi-objective hyper-heuristic based on choice function
Expert Systems with Applications: An International Journal
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In this paper, a new memetic algorithm (MA) for multiobjective (MO) optimization is proposed, which combines the global search ability of particle swarm optimization with a synchronous local search heuristic for directed local fine-tuning. A new particle updating strategy is proposed based upon the concept of fuzzy global-best to deal with the problem of premature convergence and diversity maintenance within the swarm. The proposed features are examined to show their individual and combined effects in MO optimization. The comparative study shows the effectiveness of the proposed MA, which produces solution sets that are highly competitive in terms of convergence, diversity, and distribution