Variable Neighborhood Search Algorithm (VNS)

版本 1.0.0 (3.6 KB) 作者: Houssem
VNS is an optimization algorithm which works based on a systematic change of neighborhood
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更新时间 2021/5/16

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Variable Neighborhood Search Algorithm (VNS) is an optimization algorithm which works based on a systematic change of neighborhood while searching the optimal solution of a given problem in both descent and perturbation phases.
The Variable Neighborhood Search Algorithm (VNS) algorithm is a global optimization technique based on metaheuristics. It explores the concept of neighborhood change for both a descent to the optima and escaping valleys that contain them.

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Houssem (2024). Variable Neighborhood Search Algorithm (VNS) (https://www.mathworks.com/matlabcentral/fileexchange/92358-variable-neighborhood-search-algorithm-vns), MATLAB Central File Exchange. 检索来源 .

Bouchekara, H. R. E. H., et al. “A Variable Neighborhood Search Algorithm for Optimal Protection Coordination of Power Systems.” Soft Computing, Springer Science and Business Media LLC, Apr. 2021, doi:10.1007/s00500-021-05776-4.

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Ramli, Makbul A. M., and Houssem R. E. H. Bouchekara. “Solving the Problem of Large-Scale Optimal Scheduling of Distributed Energy Resources in Smart Grids Using an Improved Variable Neighborhood Search.” IEEE Access, vol. 8, Institute of Electrical and Electronics Engineers (IEEE), 2020, pp. 77321–35, doi:10.1109/access.2020.2986895.

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1.0.0