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Abstract

Memetic algorithm, a combination of genetic algorithm with local search, is one of the most successful metaheuristics to solve complex combinatorial optimization problems. In this paper, we will introduce an object-oriented framework which allows the construction of memetic algorithms with a maximum reuse. This framework has been developed in Java using design patterns to allow its easy extension and utilization in different problem domains. Our framework has been experimented through the development of a memetic algorithm for solving set covering problems.

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Issue: Vol 12 No 11 (2009)
Page No.: 27-38
Published: Jun 15, 2009
Section: Article
DOI: https://doi.org/10.32508/stdj.v12i11.2309

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Copyright: The Authors. This is an open access article distributed under the terms of the Creative Commons Attribution License CC-BY 4.0., which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

 How to Cite
Phan, T., & Duong, A. (2009). A FRAMEWORK FOR MEMETIC ALGORITHMS. Science and Technology Development Journal, 12(11), 27-38. https://doi.org/https://doi.org/10.32508/stdj.v12i11.2309


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