Title :
Design and implementation on cultural algorithm in unit commitment optimization
Author :
Zhou, Mu-Xun ; Wang, Zheng-Chu ; Luo, Yun-Xia ; Wang, Wan-Liang
Author_Institution :
Sch. of Phys. & Electron. Eng., Taizhou Univ., Taizhou, China
Abstract :
The paper develops research of feasibility and validity of Culture Algorithm(CA) in unit commitment optimization. The mathematic model of the optimization problem is established. Realization method of CA is presented, including design of population space and culture space, design of acceptance function and influence function, and design of evolution strategies for two spaces. Solving steps of CA is realized, and Optimization calculation program based on MATLAB language is compiled. The results of example shows that CA, s perfect advantage is faster speed and better convergence performance, which is viable and efficient for unit commitment optimization.
Keywords :
optimisation; power generation dispatch; power generation scheduling; MATLAB language; cultural algorithm; mathematic model; unit commitment optimization; Algorithm design and analysis; Educational institutions; Genetics; Heuristic algorithms; MATLAB; Optimization; Power system dynamics; Acceptance Function; Cultural Algorithm; Culture Space; Influence Function; Population Space; Unit Commitment Optimization;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5553894