Solving large scale combinatorial optimization using PMA-SLS
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
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
A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation
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
Computational Optimization and Applications
An effective hybrid PSO-based algorithm for flow shop scheduling with limited buffers
Computers and Operations Research
A comprehensive analysis of hyper-heuristics
Intelligent Data Analysis
Engineering Applications of Artificial Intelligence
Search space reduction technique for constrained optimization with tiny feasible space
Proceedings of the 10th annual conference on Genetic and evolutionary computation
Non-genetic transmission of memes by diffusion
Proceedings of the 10th annual conference on Genetic and evolutionary computation
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
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
A memetic approach to the automatic design of high-performance analog integrated circuits
ACM Transactions on Design Automation of Electronic Systems (TODAES)
Memetic Variation Local Search vs. Life-Time Learning in Electrical Impedance Tomography
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Adaptive cellular memetic algorithms
Evolutionary Computation
Advances in Engineering Software
A DE-based approach to no-wait flow-shop scheduling
Computers and Industrial Engineering
Journal of Artificial Evolution and Applications - Special issue on artificial evolution methods in the biological and biomedical sciences
An evolutionary memetic algorithm for rule extraction
Expert Systems with Applications: An International Journal
Evolution and incremental learning in the iterated prisoner's dilemma
IEEE Transactions on Evolutionary Computation
Differential evolution using a neighborhood-based mutation operator
IEEE Transactions on Evolutionary Computation
A probabilistic memetic framework
IEEE Transactions on Evolutionary Computation
A multi-objective approach for robust airline scheduling
Computers and Operations Research
An agent-based memetic algorithm (AMA) for nonlinear optimization with equality constraints
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
An integrated framework of hybrid evolutionary computations
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
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
Modelling and Simulation in Engineering
Recent advances in differential evolution: a survey and experimental analysis
Artificial Intelligence Review
Memetic algorithm with extended neighborhood search for capacitated arc routing problems
IEEE Transactions on Evolutionary Computation
Adaptive primal-dual genetic algorithms in dynamic environments
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Memetic algorithms for continuous optimisation based on local search chains
Evolutionary Computation
An evolutionary agent system for mathematical programming
ISICA'07 Proceedings of the 2nd international conference on Advances in computation and intelligence
Memes, self-generation and nurse rostering
PATAT'06 Proceedings of the 6th international conference on Practice and theory of automated timetabling VI
A cost-benefit-based adaptation scheme for multimeme algorithms
PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
Identification of Full and Partial Class Relevant Genes
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
IEEE Transactions on Evolutionary Computation
Research frontier: memetic computation-past, present & future
IEEE Computational Intelligence Magazine
Application notes: memetic mission management
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
Exploring e-learning knowledge through ontological memetic agents
IEEE Computational Intelligence Magazine
Natural and remote sensing image segmentation using memetic computing
IEEE Computational Intelligence Magazine
IEEE Transactions on Evolutionary Computation
Adaptive strategy selection in differential evolution
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Meta-learning genetic programming
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Ensemble of constraint handling techniques
IEEE Transactions on Evolutionary Computation
Production scheduling with a memetic algorithm
International Journal of Innovative Computing and Applications
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
An efficient memetic algorithm for solving the job shop scheduling problem
Computers and Industrial Engineering
Disturbed Exploitation compact Differential Evolution for limited memory optimization problems
Information Sciences: an International Journal
Rosenbrock artificial bee colony algorithm for accurate global optimization of numerical functions
Information Sciences: an International Journal
Evolving policies for multi-reward partially observable markov decision processes (MR-POMDPs)
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Index-based genetic algorithm for continuous optimization problems
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
Multi-reward policies for medical applications: anthrax attacks and smart wheelchairs
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 II
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
Evaluation of two-stage ensemble evolutionary algorithm for numerical optimization
ICSI'11 Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I
Adaptive strategy selection in differential evolution for numerical optimization: An empirical study
Information Sciences: an International Journal
A hybrid particle swarm optimization algorithm for high-dimensional problems
Computers and Industrial Engineering
A cooperative particle swarm optimizer with statistical variable interdependence learning
Information Sciences: an International Journal
A multi-cluster grid enabled evolution framework for aerodynamic airfoil design optimization
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Towards an adaptive multimeme algorithm for parameter optimisation suiting the engineers' needs
PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature
Ockham's Razor in memetic computing: Three stage optimal memetic exploration
Information Sciences: an International Journal
Guided restarting local search for production planning
Engineering Applications of Artificial Intelligence
The Interleaved Constructive Memetic Algorithm and its application to timetabling
Computers and Operations Research
Prudent-Daring vs tolerant survivor selection schemes in control design of electric drives
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Automatically modeling hybrid evolutionary algorithms from past executions
EvoApplicatons'10 Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I
An effective shuffled frog leaping algorithm for solving hybrid flow-shop scheduling problem
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Estimating meme fitness in adaptive memetic algorithms for combinatorial problems
Evolutionary Computation
QuickVina: Accelerating AutoDock Vina Using Gradient-Based Heuristics for Global Optimization
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Memetic algorithm with double mutation for numerical optimization
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Information Sciences: an International Journal
Two-stage ensemble memetic algorithm: Function optimization and digital IIR filter design
Information Sciences: an International Journal
A new fitness estimation strategy for particle swarm optimization
Information Sciences: an International Journal
Optimizing cellular automata through a meta-model assisted memetic algorithm
PPSN'12 Proceedings of the 12th international conference on Parallel Problem Solving from Nature - Volume Part II
Information Sciences: an International Journal
Artificial bee colony algorithm and pattern search hybridized for global optimization
Applied Soft 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
Adaptive Memetic Differential Evolution with Global and Local neighborhood-based mutation operators
Information Sciences: an International Journal
Power law-based local search in differential evolution
International Journal of Computational Intelligence Studies
A space search optimization algorithm with accelerated convergence strategies
Applied Soft Computing
Parameter optimization of PEMFC model with improved multi-strategy adaptive differential evolution
Engineering Applications of Artificial Intelligence
Computers and Operations Research
Information Sciences: an International Journal
A new methodology for the automatic creation of adaptive hybrid algorithms
Intelligent Data Analysis
A hybrid memetic algorithm for global optimization
Neurocomputing
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Over the last decade, memetic algorithms (MAs) have relied on the use of a variety of different methods as the local improvement procedure. Some recent studies on the choice of local search method employed have shown that this choice significantly affects the efficiency of problem searches. Given the restricted theoretical knowledge available in this area and the limited progress made on mitigating the effects of incorrect local search method choice, we present strategies for MA control that decide, at runtime, which local method is chosen to locally improve the next chromosome. The use of multiple local methods during a MA search in the spirit of Lamarckian learning is here termed Meta-Lamarckian learning. Two adaptive strategies for Meta-Lamarckian learning are proposed in this paper. Experimental studies with Meta-Lamarckian learning strategies on continuous parametric benchmark problems are also presented. Further, the best strategy proposed is applied to a real-world aerodynamic wing design problem and encouraging results are obtained. It is shown that the proposed approaches aid designers working on complex engineering problems by reducing the probability of employing inappropriate local search methods in a MA, while at the same time, yielding robust and improved design search performance.