Adaptation for parallel memetic algorithm based on population entropy
Proceedings of the 8th annual conference on Genetic and evolutionary computation
A GA-ACO-local search hybrid algorithm for solving quadratic assignment problem
Proceedings of the 8th annual conference on Genetic and evolutionary computation
An Adaptive Multimeme Algorithm for Designing HIV Multidrug Therapies
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Markov blanket-embedded genetic algorithm for gene selection
Pattern Recognition
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Credit assignment in adaptive memetic algorithms
Proceedings of the 9th annual conference on Genetic and evolutionary computation
An effective hybrid PSO-based algorithm for flow shop scheduling with limited buffers
Computers and Operations Research
Non-genetic transmission of memes by diffusion
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Human-competitive lens system design with evolution strategies
Applied Soft Computing
Memetic Algorithms for Feature Selection on Microarray Data
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Designing Neural Networks Using PSO-Based Memetic Algorithm
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Use of Heuristic Local Search for Single-Objective Optimization in Multiobjective Memetic Algorithms
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Evolutionary Optimization with Dynamic Fidelity Computational Models
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
A memetic model of evolutionary PSO for computational finance applications
Expert Systems with Applications: An International Journal
An enhanced memetic differential evolution in filter design for defect detection in paper production
Evolutionary Computation
Balancing Population- and Individual-Level Adaptation in Changing Environments
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
Adaptive cellular memetic algorithms
Evolutionary Computation
The impact of parametrization in memetic evolutionary algorithms
Theoretical Computer Science
Adaptive terrain-based memetic algorithms
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A memetic algorithm and a parallel hyperheuristic island-based model for a 2D packing problem
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A DE-based approach to no-wait flow-shop scheduling
Computers and Industrial Engineering
User-centric image segmentation using an interactive parameter adaptation tool
Pattern Recognition
A probabilistic memetic framework
IEEE Transactions on Evolutionary Computation
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing
Adaptive plan system with genetic algorithm using the variable neighborhood range control
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Baldwinian learning in clonal selection algorithm for optimization
Information Sciences: an International Journal
Memetic algorithms for continuous optimisation based on local search chains
Evolutionary Computation
Identification of Full and Partial Class Relevant Genes
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A meta-heuristic paradigm for solving the forward kinematics of 6-6 general parallel manipulator
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
Research frontier: memetic computation-past, present & future
IEEE Computational Intelligence Magazine
Towards a memetic feature selection paradigm
IEEE Computational Intelligence Magazine
Memetic compact differential evolution for cartesian robot control
IEEE Computational Intelligence Magazine
Generalizing surrogate-assisted evolutionary computation
IEEE Transactions on Evolutionary Computation
Genetic representation and evolvability of modular neural controllers
IEEE Computational Intelligence Magazine
Ensemble of constraint handling techniques
IEEE Transactions on Evolutionary Computation
A memetic algorithm for extending wireless sensor network lifetime
Information Sciences: an International Journal
How to choose solutions for local search in multiobjective combinatorial memetic algorithms
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I
Feasibility structure modeling: an effective chaperone for constrained memetic algorithms
IEEE Transactions on Evolutionary Computation - Special issue on preference-based multiobjective evolutionary algorithms
Expert Systems with Applications: An International Journal
Disturbed Exploitation compact Differential Evolution for limited memory optimization problems
Information Sciences: an International Journal
Imitation tendencies of local search schemes in baldwinian evolution
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Differential evolution with self adaptive local search
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Parallel island-based multiobjectivised memetic algorithms for a 2D packing problem
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Towards user-centric memetic algorithms: experiences with the TSP
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Money in trees: How memes, trees, and isolation can optimize financial portfolios
Information Sciences: an International Journal
A Differential Covariance Matrix Adaptation Evolutionary Algorithm for real parameter optimization
Information Sciences: an International Journal
Ockham's Razor in memetic computing: Three stage optimal memetic exploration
Information Sciences: an International Journal
Multiobjective memetic algorithms for time and space assembly line balancing
Engineering Applications of Artificial Intelligence
The Interleaved Constructive Memetic Algorithm and its application to timetabling
Computers and Operations Research
A memetic particle swarm optimization algorithm for multimodal optimization problems
Information Sciences: an International Journal
Asymmetric pareto-adaptive scheme for multiobjective optimization
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
HyFlex: a benchmark framework for cross-domain heuristic search
EvoCOP'12 Proceedings of the 12th European conference on Evolutionary Computation in Combinatorial Optimization
Editorial for the special issue on automated design and assessment of heuristic search methods
Evolutionary Computation
Estimating meme fitness in adaptive memetic algorithms for combinatorial problems
Evolutionary Computation
Hyper-heuristics with low level parameter adaptation
Evolutionary Computation
Artificial Intelligence Review
Biaxial box plots and ordered trial ranks for visualizing large sets of experimental results
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Two-stage ensemble memetic algorithm: Function optimization and digital IIR filter design
Information Sciences: an International Journal
Adaptive evolutionary algorithms and extensions to the hyflex hyper-heuristic framework
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Information Sciences: an International Journal
A hybrid intelligent model for order allocation planning in make-to-order manufacturing
Applied Soft Computing
Memetic algorithm based task scheduling using probabilistic local search
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Accelerated biogeography-based optimization with neighborhood search for optimization
Applied Soft Computing
Adaptive memetic particle swarm optimization with variable local search pool size
Proceedings of the 15th annual conference on Genetic and evolutionary computation
An intelligent multi-restart memetic algorithm for box constrained global optimisation
Evolutionary Computation
Adapt-MEMPSODE: a memetic algorithm with adaptive selection of local searches
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Exploration and exploitation in evolutionary algorithms: A survey
ACM Computing Surveys (CSUR)
Evolution by adapting surrogates
Evolutionary Computation
Adaptive Memetic Differential Evolution with Global and Local neighborhood-based mutation operators
Information Sciences: an International Journal
A parallel hybrid optimization algorithm for fitting interatomic potentials
Applied Soft Computing
A hyper-heuristic approach to aircraft structural design optimization
Structural and Multidisciplinary Optimization
Journal of Global Optimization
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Adaptation of parameters and operators represents one of the recent most important and promising areas of research in evolutionary computations; it is a form of designing self-configuring algorithms that acclimatize to suit the problem in hand. Here, our interests are on a recent breed of hybrid evolutionary algorithms typically known as adaptive memetic algorithms (MAs). One unique feature of adaptive MAs is the choice of local search methods or memes and recent studies have shown that this choice significantly affects the performances of problem searches. In this paper, we present a classification of memes adaptation in adaptive MAs on the basis of the mechanism used and the level of historical knowledge on the memes employed. Then the asymptotic convergence properties of the adaptive MAs considered are analyzed according to the classification. Subsequently, empirical studies on representatives of adaptive MAs for different type-level meme adaptations using continuous benchmark problems indicate that global-level adaptive MAs exhibit better search performances. Finally we conclude with some promising research directions in the area.