Research on a new multiobjective combinatorial optimization algorithm
文献类型：会议论文
| 作者 | Qin YF(秦永法); Zhao MY(赵明扬) ; Qin YF(秦永法)
|
| 出版日期 | 2004 |
| 会议名称 | IEEE International Conference on Robotics and Biomimetics (ROBIO 2004) |
| 会议日期 | August 22-26, 2004 |
| 会议地点 | Shenyang, China |
| 关键词 | multiple objective problems combinatorial optimization multiobjective evolutionary algorithm |
| 页码 | 187-191 |
| 中文摘要 | An real world engineering design problem is usually with multiple conflicting objectives, and it is easily lead to the difficulty to optimize these objectives at the same time. Multiobjective combinatorial optimization is not only an open theory problem, but also with an important practical significance. After modeling the constrained multiobjective combinatorial optimization problem, a new optimization algorithm is presented in detail. The algorithm is different from existing multiobjective evolutionary algorithms in three aspects. The first is the two-layer encoding method. The second is that it hybrids the simulated annealing algorithm with the genetic algorithm to improve the global searching ability while maintaining the parallel computing ability. The third is the decision making mechanism to evaluate candidate solutions with several design objectives. A numerical example study shows that the proposed algorithm is capable of dealing with multiobjective combinatorial optimization problems. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议主办者 | IEEE Robot & Automat Soc, IEEE HK RA CS Joint Chapter, Chinese Acad Sci, Shenyang Inst Automat, Chinese High tech Dev Program, Robot Soc Japan, Japan Soc Mech Engineers, Int Rescue Syst Inst, Shenyang Hunnan New Urban Area, Shenyang New & High tech Ind Dev Zone |
| 会议录 | IEEE ROBIO 2004: Proceedings of the IEEE International Conference on Robotics and Biomimetics
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | NEW YORK |
| 语种 | 英语 |
| ISBN号 | 0-7803-8641-8 |
| WOS记录号 | WOS:000234343000033 |
| 源URL | [http://ir.sia.cn/handle/173321/8851]  |
| 专题 | 沈阳自动化研究所_机器人学研究室 |
| 推荐引用方式 GB/T 7714 | Qin YF,Zhao MY,Qin YF. Research on a new multiobjective combinatorial optimization algorithm[C]. 见:IEEE International Conference on Robotics and Biomimetics (ROBIO 2004). Shenyang, China. August 22-26, 2004. |
入库方式： OAI收割
来源：沈阳自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。