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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.10 No.4
- 발행연도
- 2015.7
- 수록면
- 1,415 - 1,421 (7page)
이용수
초록· 키워드
오류제보하기
This paper presents a new algorithm called Quantum-behaved Electromagnetism-like Mechanism Algorithm which is used to solve economic load dispatch of power system. Electromagnetismlike mechanism algorithm simulates attraction and repulsion mechanism for particles in the electromagnetic field. Every solution is a charged particle, and it move to optimum solution according to certain criteria. Quantum-behaved electromagnetism-like mechanism algorithm merges quantum computing theory with electromagnetism-like mechanism algorithm. Superposition characteristic of quantum methodology can make a single particle present several states, and the characteristic potentially increases population diversity. Probability representation of quantum methodology is to make particle state be presented according to a certain probability. And the quantum rotation gates are used to realize update operation of particles. The algorithm is tested for 13-generator system and 40-generator system, which validates it can effectively solve economic load dispatch problem. Through performance comparison, it is obvious the solution is superior to other optimization algorithm.
목차
Abstract
1. Introduction
2 ELD Problem Formulation
3. Quantum-behaved Electromagnetism-likeMechanism Algorithm
4. Simulation Results
References
참고문헌 (19)
참고문헌 신청
[학술지(정기간행물)] - C.L. Chiang / 2007 / Genetic-based algorithm for power economic load dispatch / IET Generation, Transmission & Distribution 1 (2) : 261 ~ 269
[학술지(정기간행물)] - N. Sinha / 2003 / Evolutionary programming techniques for economic load dispatch / IEEE Transactions on Evolutionary Computation 7 (1) : 83 ~ 94
[학술지(정기간행물)] - B.K. Panigrahi / 2007 / A clonal algorithm to solve economic load dispatch / Electric Power Systems Research 77 (10) : 1381 ~ 1389
[학술지(정기간행물)] - K.Y. Lee / 2002 / Adaptive Hopfield neural network for economic load dispatch / IEEE Transactions on Power Systems 13 (2) : 519 ~ 526
[학술지(정기간행물)] - Birbil S I / 2003 / An electromagnetism-like mechanism for global optimization / Journal of Global Optimization 25 (3) : 263 ~ 282
[학술지(정기간행물)] - N. Sinha / 2003 / Evolutionary programming techniques for economic load dispatch / IEEE Transactions on Evolutionary Computation 7 (1) : 83 ~ 94
[학술지(정기간행물)] - B.K. Panigrahi / 2007 / A clonal algorithm to solve economic load dispatch / Electric Power Systems Research 77 (10) : 1381 ~ 1389
[학술지(정기간행물)] - K.Y. Lee / 2002 / Adaptive Hopfield neural network for economic load dispatch / IEEE Transactions on Power Systems 13 (2) : 519 ~ 526
[학술지(정기간행물)] - Birbil S I / 2003 / An electromagnetism-like mechanism for global optimization / Journal of Global Optimization 25 (3) : 263 ~ 282
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