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Can I read A hybrid genetic algorithm with the Baldwin effect on EtoBox?
A hybrid genetic algorithm with the Baldwin effect by Quan Yuan; Feng Qian; Wenli Du is a Computer Science article available to read on EtoBox.
What is A hybrid genetic algorithm with the Baldwin effect about?
Here we present a new hybrid genetic algorithm (HGA) with the Baldwin effect. In the HGA, a local search is employed to change the fitness of individuals but the acquired improvements do not change the individual itself. This local search step exploits the Baldwin effect. Some numerical applications show that this algorithm can yield the global optimum more efficiently than commonly used HGAs. A theorem is presented that guarantees the convergence in probability of the new HGA.
Who reads A hybrid genetic algorithm with the Baldwin effect?
It is typically read by researchers, students, and practitioners in Computer Science.
- Author
- Quan Yuan; Feng Qian; Wenli Du
- Publisher
- Elsevier Science; Elsevier ; Elsevier BV (ISSN 0020-0255)
- Published
- 2010
- Language
- EN
- Field
- Computer Science (Physical Sciences)