| ชื่อเรื่อง | : | Decomposition-based multiobjective evolutionary algorithm with an ensemble of neighborhood sizes. |
| นักวิจัย | : | Zhao, Shi-Zheng. , Suganthan, Ponnuthurai Nagaratnam. , Zhang, Qing Fu. |
| คำค้น | : | DRNTU::Engineering::Electrical and electronic engineering. |
| หน่วยงาน | : | Nanyang Technological University, Singapore |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2555 |
| อ้างอิง | : | Zhao, S. Z., Suganthan, P. N., & Zhang, Q. F. (2012). Decomposition-based multiobjective evolutionary algorithm with an ensemble of neighborhood sizes. IEEE transactions on evolutionary computation, 16(3), 442-446. , http://hdl.handle.net/10220/16502 , http://dx.doi.org/10.1109/TEVC.2011.2166159 |
| ที่มา | : | - |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | IEEE transactions on evolutionary computation |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | The multiobjective evolutionary algorithm based on decomposition (MOEA/D) has demonstrated superior performance by winning the multiobjective optimization algorithm competition at the CEC 2009. For effective performance of MOEA/D, neighborhood size (NS) parameter has to be tuned. In this letter, an ensemble of different NSs with online self-adaptation is proposed (ENS-MOEA/D) to overcome this shortcoming. Our experimental results on the CEC 2009 competition test instances show that an ensemble of different NSs with online self-adaptation yields superior performance over implementations with only one fixed NS. |
| บรรณานุกรม | : |
Zhao, Shi-Zheng. , Suganthan, Ponnuthurai Nagaratnam. , Zhang, Qing Fu. . (2555). Decomposition-based multiobjective evolutionary algorithm with an ensemble of neighborhood sizes..
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Zhao, Shi-Zheng. , Suganthan, Ponnuthurai Nagaratnam. , Zhang, Qing Fu. . 2555. "Decomposition-based multiobjective evolutionary algorithm with an ensemble of neighborhood sizes.".
กรุงเทพมหานคร : Nanyang Technological University, Singapore. Zhao, Shi-Zheng. , Suganthan, Ponnuthurai Nagaratnam. , Zhang, Qing Fu. . "Decomposition-based multiobjective evolutionary algorithm with an ensemble of neighborhood sizes.."
กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2555. Print. Zhao, Shi-Zheng. , Suganthan, Ponnuthurai Nagaratnam. , Zhang, Qing Fu. . Decomposition-based multiobjective evolutionary algorithm with an ensemble of neighborhood sizes.. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2555.
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