標題: An Improved Differential Evolution Algorithm with Priority Calculation for Unit Commitment Problem
作者: Yen, Shi-Jim
Chen, Wei-Liang
Chen, Jr-Chang
Hsu, Shun-Chin
Wu, I-Chen
資訊工程學系
Department of Computer Science
關鍵字: Energy Management;Unit Commitment Problem;Differential Evolution Algorithm
公開日期: 1-Jan-2014
摘要: Unit Commitment Problem (UCP) is a high-dimensional, discrete and non-linear optimization problem which is complicated so that it is difficult to find the optimal solution. This paper proposes a new method, called improved priority differential evolution (IPDE), based on differential evolution algorithm and priority calculation to solve UCP. We increased the speed of convergence and the accuracy of solution by means of adjusting individual, using penalty function and calculating priority. Compared with other algorithms, IPDE obtains better feasible solutions in different complexity.
URI: http://hdl.handle.net/11536/128592
ISBN: 978-1-4799-5464-3
ISSN: 
期刊: 2014 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC)
起始頁: 352
結束頁: 357
Appears in Collections:Conferences Paper