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题名: A closed loop algorithms based on chaos theory for global optimization
作者: Zhu XL(朱兴龙) ; Wang HG(王洪光) ; Zhao MY(赵明扬) ; Zhou JP(周骥平)
作者部门: 机器人学研究室
会议名称: 1st International Conference on Natural Computation (ICNC 2005)
会议日期: August 27-29, 2005
会议地点: Changsha, China
会议主办者: Xiangtang Univ, IEEE Circuits & Syst Soc, IEEE Computat Intelligence Soc, IEEE Control Syst Soc, Int Neural Network Soc, European Neural Network Soc, Chinese Assoc Artificial Intelligence, Japanese Neural Network Soc, Int Fuzzy Syst Assoc, Asia Pacific Neural Network Assembly, Fuzzy Math & Syst Assoc China, Hunan Comp Federat
会议录: ADVANCES IN NATURAL COMPUTATION, PT 3, PROCEEDINGS
会议录出版者: SPRINGER-VERLAG
会议录出版地: BERLIN
出版日期: 2005
页码: 727-740
收录类别: SCI ; CPCI(ISTP) ; EI
ISSN号: 0302-9743
ISBN号: 3-540-28320-X
摘要: Numerical optimization problems enjoy a significant popularity in chaos theory fields. All major chaotic techniques use such problems for various tests and experiments. However, many of these techniques encounter difficulties in solving some real-world problems which include non-trivial constrains. This paper discusses a closed loop algorithms (CLA) which based on chaos theory. Thus, for many constrained numerical optimization problems it might be beneficial to add a constraint, and make up of closed loop, using feedback theory. Given an initial best function value (BFV), after the first runs computation we subtract variable increment from obtained BFV, and name it as the new value. That the new value subtracts the new BFV in the next runs computation is defined the accessional constraints. Substituting the new BFV in the next AN runs for the old BFV and go on, until the global solution is searched. Eventually, some difficult test cases illustrate this approach is very available.
语种: 英语
产权排序: 1
WOS记录号: WOS:000232246700090
Citation statistics:
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/8467
Appears in Collections:机器人学研究室_会议论文

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Recommended Citation:
朱兴龙; 王洪光; 赵明扬; 周骥平.A closed loop algorithms based on chaos theory for global optimization.见:SPRINGER-VERLAG.ADVANCES IN NATURAL COMPUTATION, PT 3, PROCEEDINGS,BERLIN,2005,727-740
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