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Enhanced ants system and its application

Enhanced ants system and its application
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摘要 NP-hard combinational optimization problem is not solved very well until now. One enhanced ants system based on ants system is advanced after analysis of the deficiencies of existing ants systems. Some improvements are made in state transfer rule and local modification rule. Furthermore, the enhanced ants system can solve NP-hard combinational optimization problem with restraints and condition path. The successful application of TSP problem and transportation net problem indicates that the proposed system has stronger function and higher efficiency than the original system. NP-hard combinational optimization problem is not solved very well until now. One enhanced ants system based on ants system is advanced after analysis of the deficiencies of existing ants systems. Some improvements are made in state transfer rule and local modification rule. Furthermore, the enhanced ants system can solve NP-hard combinational optimization problem with restraints and condition path. The successful application of TSP problem and transportation net problem indicates that the proposed system has stronger function and higher efficiency than the original system.
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第3期670-675,共6页 系统工程与电子技术(英文版)
基金 This project was supported by the National Natural Science Foundation of Shangdong Province (Y98F12093) .
关键词 ants system RESTRAINT condition path combinational optimization. ants system, restraint, condition path, combinational optimization.
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