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A MATLAB code has been generated for solving ant colony based unit commitment problem. Comparative analysis of results using dynamic programming and Ant Colony Optimization technique are presented which clearly indicate that execution time required by ACO technique is much less as compared to dynamic ...
A binary value of ’1’ denotes commitment, while ’0’ denotes decommitment. In the nth iteration, the commitment matrix of all units of the wth agent across the (T)-hour scheduling pattern is represented by the notation Uwn, which has a dimension of N×T. The algorithm starts with an...
(13). The formulated equations have been taken from [11] and are given for understanding the LR method for unit commitment problem. The Lagrange function is modeled for the given objective function with the set of constraints considered are:(13)L=(1-r)∑i=1N∑t=1TF(Pit)·Xit+r∑i=...
This article presents a solution model for the unit commitment problem (UCP) using fuzzy logic to address uncertainties in the problem. Hybrid tabu search (TS), particle swarm optimization (PSO) and sequential quadratic programming (SQP) technique (hybrid TS–PSO–SQP) is used to schedule the ...
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对 实例 进行了 仿真,结果 表明,MA 对 问题 的求 解 是可行 的 ,并 具有 比 GA 更好 的收敛性 能。 参考 文献 : [ 1 ] Snyder W L,Powell J H D.Dynamic programming approach to unit commitment.IEEE Trans on Power Systems.vo1.2 ,PP.339— ...
Finally, several analyses will be applied to the proposed algorithm to illustrate its effectiveness and reliability. Keywords: manta-ray foraging optimization algorithm; genetic algorithm; optimization problems; unit commitment problem; optimization MSC: 68UXX; 68WXX; 90BXX; 90CXX...