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Accession number: 20133516682145 Title: An improved genetic algorithm based on cellular automata Authors: Tang, Hong1 ; Ge, Yun-Sheng1; Pan, Xiao-Hai2; We, Shu-Feng1 Author affiliation: 1College of Information Science and Engineering, Guilin University of Technology, Guilin, China 2Satelite Navigation Center, The National University of Defense Technology, Changsha, China Source title: Applied Mechanics and Materials Abbreviated source title: Appl. Mech. Mater. Volume: 340 Monograph title: Green Manufacturing, Mechanical and Automation Engineering Issue date: 2013 Publication year: 2013 Pages: 727-731 Language: English ISSN: 16609336 E-ISSN: 16627482 ISBN-13: 9783037857489 Document type: Conference article (CA) Conference name: 3rd International Conference on Mechanical Engineering and Green Manufacturing 2013, MEGM 2013 Conference date: March 22, 2013 - March 24, 2013 Conference location: Chongqing, China Conference code: 99012 Sponsor: National Natural Science Foundation of China (NSFC) Publisher: Trans Tech Publications Ltd, Kreuzstrasse 10, Zurich-Durnten, CH-8635, Switzerland Abstract: In order to overcome the drawbacks of Simple Genetic Algorithm such as cannot get the most optimal result, low convergence speed et al. Cellular Simple Genetic Algorithm-a new genetic algorithm based on Cellular Automata-is presented in this paper. Compared with the Simple Genetic Algorithm, the experiment results show the Cellular Simple Genetic Algorithm has remarkable advantages in following aspects: reducing the search-time and improving the precise of target function. © (2013) Trans Tech Publications Switzerland. Number of references: 8 Main heading: Genetic algorithms Controlled terms: Cellular automata - Manufacture Uncontrolled terms: Comparative testing - Convergence speed - Improving - New genetic algorithms - Optimal results - Simple genetic algorithm - Target functions Classification code: 537.1 Heat Treatment Processes - 723 Computer Software, Data Handling and Applications - 921 Mathematics DOI: 10.4028/www.scientific.net/AMM.340.727 Database: Compendex |
2Â¥2013-12-12 09:34:55
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tom_hong: ½ð±Ò+5, ¡ï¡ï¡ïºÜÓаïÖú 2013-12-12 10:35:59
tom_hong: ½ð±Ò+5, ¡ï¡ï¡ïºÜÓаïÖú 2013-12-12 10:35:59
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ÊÕ¼ºÅ£º Accession number: 20133516682145 |
3Â¥2013-12-12 09:35:14
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