WDSOP

版本 1.0.0 (2.7 MB) 作者: Mehdi Neshat
Covariance Matrix Adaptation Greedy Search Applied to Water Distribution System Optimization
178.0 次下载
更新时间 2019/10/21

This Matlab code proposes a new hybrid evolutionary framework that consists of three distinct phases. The first phase applied CMA-ES, a robust adaptive meta-heuristic for continuous optimisation. This is followed by an upward-greedy search phase to remove pressure violations. Finally, a downward greedy search phase
is used to reduce oversized pipes. To assess the effectiveness of the hybrid method, it was applied to
five well-known WDSs case studies. The results reveal that the new framework outperforms CMA-ES
by itself and other previously applied heuristics on most benchmarks in terms of both optimisation
speed and network cost.

引用格式

Mehdi Neshat (2024). WDSOP (https://github.com/a1708192/WDSOP), GitHub. 检索来源 .

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1.0.0

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