Results 141 to 150 of about 2,488 (163)

A Multi-Task Ensemble Strategy for Gene Selection and Cancer Classification. [PDF]

open access: yesBioengineering (Basel)
Lin S, Lin Z, Zhang J, Leung MF.
europepmc   +1 more source

Memetic algorithms outperform evolutionary algorithms in multimodal optimisation [PDF]

open access: yesArtificial Intelligence, 2020
Memetic algorithms integrate local search into an evolutionary algorithm to combine the advantages of rapid exploitation and global optimisation. We provide a rigorous runtime analysis of memetic algorithms on the Hurdle problem, a landscape class of ...
Dirk Sudholt
exaly   +2 more sources

Lamarckian memetic algorithms: local optimum and connectivity structure analysis

open access: yesMemetic Computing, 2009
Memetic algorithms (MAs) represent an emerging field that has attracted increasing research interest in recent times. Despite the popularity of the field, we remain to know rather little of the search mechanisms of MAs. Given the limited progress made on
Yew-Soon Ong   +2 more
exaly   +2 more sources

Memetic Algorithms

open access: yes, 2018
© Springer International Publishing AG, part of Springer Nature 2018. All rights reserved. Memetic algorithms provide one of the most effective and flexible metaheuristic approaches for tackling hard optimization problems.
CARLOS Cotta   +2 more
exaly   +2 more sources

Multiobjective memetic algorithms for time and space assembly line balancing

open access: yesEngineering Applications of Artificial Intelligence, 2012
This paper presents three proposals of multiobjective memetic algorithms to solve a more realistic extension of a classical industrial problem: time and space assembly line balancing.
Manuel Chica   +2 more
exaly   +2 more sources

The impact of parametrization in memetic evolutionary algorithms

open access: yesTheoretical Computer Science, 2009
Memetic (evolutionary) algorithms integrate local search into the search process of evolutionary algorithms. As computational resources have to be spread adequately among local and evolutionary search, one has to care about when to apply local search and
Dirk Sudholt
exaly   +2 more sources

Handbook of Memetic Algorithms [PDF]

open access: yesStudies in Computational Intelligence, 2012
Memetic Algorithms (MAs) are computational intelligence structures combining multiple and various operators in order to address optimization problems.
Neri, Ferrante   +2 more
exaly   +2 more sources
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Beyond exploitation: Measuring the impact of local search in swarm-based memetic algorithms through the interactions of individuals in the population

Swarm and Evolutionary Computation, 2022
Clodomir Santana   +2 more
exaly  

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