title: |
A Restricted Genetic Algorithm based on Ascending of Tangent Planes |
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publication: |
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part of series: |
Advances in Intelligent Systems Research | |
ISBN: |
978-90-78677-01-7 | |
ISSN: |
1951-6851 | |
DOI: |
doi:10.2991/jcis.2006.186 (how to use a DOI) | |
author(s): |
Jinhua Zheng, Yan Peng |
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corresponding author: |
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publication date: |
October 2006 |
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keywords: |
restricted genetic algorithm,tangent planes,optimization of multimodal function |
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abstract: |
Classical Genetic Algorithms(CGAs)accomplish the global search by selection,crossover and mutation. It has many shortages. Here we proposed a restricted genetic algorithm based on ascending of tangent plane(RGAATP). Our algorithm is simple and effective, which approaches the global solution step by step. It is proved that the algorithm is global convergent, and it can solve the optimization of multimodal function easily and effectively. The experimental results show that its performance is more stable and efficient than aSGA. |
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copyright: |
©
Atlantis Press. This article is distributed under the
terms of the Creative Commons Attribution License, which permits
non-commercial use, distribution and reproduction in any medium,
provided the original work is properly cited. |
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full text: |