| Application of a fuzzy logic based adaptive genetic algorithm in unit commitment | |
| Su, Xiaolin | |
| 2010-05-10 ; 2010-05-10 | |
| 会议名称 | DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS ; International Conference on Complex Systems and Applications ; Huhhot, PEOPLES R CHINA ; Web of Science |
| 关键词 | Mathematics, Applied |
| 中文摘要 | The paper presents an improved adaptive genetic algorithm based on fuzzy logic, and applies it to solve unit commitment problem in power systems. The presented method uses the fuzzy logic system to control crossover ratio, mutation ratio and crossover position of the standard genetic algorithm during population evolution. The method has characteristics of fast search, easy convergence and strong robustness. Unit commitment of example power systems is solved by the proposed method. The calculation results demonstrate the technique is efficient and prospective. |
| 会议录出版者 | WATAM PRESS ; WATERLOO ; C/O DCDIS JOURNAL, 317 KAREN PLACE, WATERLOO, ONTARIO N2L 6K8, CANADA |
| 语种 | 英语 ; 英语 |
| 内容类型 | 会议论文 |
| 源URL | [http://hdl.handle.net/123456789/18613]  |
| 专题 | 清华大学 |
| 推荐引用方式 GB/T 7714 | Su, Xiaolin. Application of a fuzzy logic based adaptive genetic algorithm in unit commitment[C]. 见:DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, International Conference on Complex Systems and Applications, Huhhot, PEOPLES R CHINA, Web of Science. |
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