| ชื่อเรื่อง | : | A Multi-objective constraint-handling method with PSO algorithm for constrained engineering optimization problems |
| นักวิจัย | : | Li, Lily Dujuan. , Li, Xiaodong. , Yu, Xing Huo. |
| คำค้น | : | Application software. , TBA , Neural networks (Computer science) , Artificial intelligence. , Constraints (Artificial intelligence) , 700101 Application packages , 280212 Neural Networks, Genetic Alogrithms and Fuzzy Logic , 280213 Other Artificial Intelligence , Constraint-handling -- PSO algorithm -- Evolutionary optimization |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2551 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/21643 , cqu:3463 |
| ที่มา | : | Li,L, Yu,X & Li,X 2008 "A Multi-Objective Constraint-Handling Method with PSO Algorithm for Constrained Engineering Optimization Problems", paper presented at 2008 IEEE Congress on Evolutionary Computation: Proceeding of 2008 IEEE World Congress on Computational Intelligence, Hong Kong, 1-6 June 2008. |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Proceeding of 2008 IEEE World Congress on Computational Intelligence. USA. : IEEE, 2008. p.1528-1535 8 pages Refereed 9781424418237 , aCQUIRe [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | This paper presents a multi-objective constraint handling method incorporating the Particle Swarm Optimization (PSO) algorithm. The proposed approach adopts a concept of Pareto domination from multi-objective optimization, and uses a few selection rules to determine particles’ behaviors to guide the search direction. A goal-oriented programming concept is adopted to improve efficiency. Diversity is maintained by perturbing particles with a small probability. The simulation results on the three engineering benchmark problems demonstrate the proposed approach is highly competitive. |
| บรรณานุกรม | : |
Li, Lily Dujuan. , Li, Xiaodong. , Yu, Xing Huo. . (2551). A Multi-objective constraint-handling method with PSO algorithm for constrained engineering optimization problems.
กรุงเทพมหานคร : Central Queensland University, Australia. Li, Lily Dujuan. , Li, Xiaodong. , Yu, Xing Huo. . 2551. "A Multi-objective constraint-handling method with PSO algorithm for constrained engineering optimization problems".
กรุงเทพมหานคร : Central Queensland University, Australia. Li, Lily Dujuan. , Li, Xiaodong. , Yu, Xing Huo. . "A Multi-objective constraint-handling method with PSO algorithm for constrained engineering optimization problems."
กรุงเทพมหานคร : Central Queensland University, Australia, 2551. Print. Li, Lily Dujuan. , Li, Xiaodong. , Yu, Xing Huo. . A Multi-objective constraint-handling method with PSO algorithm for constrained engineering optimization problems. กรุงเทพมหานคร : Central Queensland University, Australia; 2551.
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