Extended compact genetic algorithm 1.0

Date Added: August 07, 2013 | Visits: 422

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Extended compact genetic algorithm (ECGA) is an algorithm that can solve hard problemsin the binary domain. ECGA is reliable and accurate because of the capability ofdetecting building blocks, but certain difficulties are encountered when we directly applyECGA to problems in the integer domain. In this paper, we propose a new algorithm thatextends ECGA, called integer extended compact genetic algorithm (iECGA). iECGA usesa modified probability model and inherits the capability of detecting building blocks fromECGA. iECGA is specifically designed for problems in the integer domain and can avoid thedifficulties that ECGA encounters. In the experimental results, we show the performancecomparisons between ECGA, iECGA, and a simple GA, and the results indicate that iECGAhas good performances on problems in the integer domain.

Requirements: No special requirements

Platforms: Matlab

Keyword: Called, Designed, Extended, Extends, Iecga, Inherits, Model, Modified, Probability, Specifically

Users rating: 0/10

License: Shareware

Size: 10 KB

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