A Novel Physics-Assisted Genetic Algorithm for Decoupling Capacitor Optimization
Li Jiang,
Ling Zhang,
Shurun Tan
et al.
Abstract:This article proposes a new physics-assisted genetic algorithm (PAGA) for decoupling capacitor (decap) optimization in power distribution networks (PDNs), which is, by far, the most powerful approach to efficiently minimizing the number of decaps within an enormous search space. In the proposed PAGA method, the priority of the decap ports is first determined based on their physical loop inductances. Then, an initial solution is quickly obtained by placing decaps sequentially on the port with the highest priori… Show more
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