| ชื่อเรื่อง | : | Ensemble differential evolution with dynamic subpopulations and adaptive clearing for solving dynamic optimization problems. |
| นักวิจัย | : | Sheldon Hui. , Suganthan, Ponnuthurai Nagaratnam. |
| คำค้น | : | DRNTU::Engineering::Electrical and electronic engineering. |
| หน่วยงาน | : | Nanyang Technological University, Singapore |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2555 |
| อ้างอิง | : | Hui, S., & Suganthan, P. N. (2012). Ensemble Differential Evolution with dynamic subpopulations and adaptive clearing for solving dynamic optimization problems. 2012 IEEE Congress on Evolutionary Computation (CEC). , http://hdl.handle.net/10220/12029 , http://dx.doi.org/10.1109/CEC.2012.6252866 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | - |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | Many real-life optimization problems are dynamic in time, demanding optimization algorithms to perform search for the best solutions in a time-varying problem space. Among population-based Evolutionary Algorithms (EAs), Differential Evolution (DE) is a simple but highly effective method that has been successfully applied to a wide variety of problems. We propose a technique to solve dynamic optimization problems (DOPs) using a multi-population version of DE that incorporates an ensemble of adaptive mutation strategies with a greedy tournament global search method, as well as keeps track of past good solutions in an archive with adaptive clearing to enhance population diversity. |
| บรรณานุกรม | : |
Sheldon Hui. , Suganthan, Ponnuthurai Nagaratnam. . (2555). Ensemble differential evolution with dynamic subpopulations and adaptive clearing for solving dynamic optimization problems..
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Sheldon Hui. , Suganthan, Ponnuthurai Nagaratnam. . 2555. "Ensemble differential evolution with dynamic subpopulations and adaptive clearing for solving dynamic optimization problems.".
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Sheldon Hui. , Suganthan, Ponnuthurai Nagaratnam. . "Ensemble differential evolution with dynamic subpopulations and adaptive clearing for solving dynamic optimization problems.."
กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2555. Print. Sheldon Hui. , Suganthan, Ponnuthurai Nagaratnam. . Ensemble differential evolution with dynamic subpopulations and adaptive clearing for solving dynamic optimization problems.. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2555.
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