Search Strategies for Topological Network Optimization

نویسندگان

چکیده

We consider an application of combinatorial search to the optimization topologies in series-parallel networks. propose a recursive over space decomposition trees, which partial solutions are obtained by exploring k-way partitionings expandable nodes. present two complementary pruning techniques that bound value intermediate from above and below, applying monotonic operations contents unresolved leaves. also develop means exploit convexity our objective function, so as prevent redundant recomputation subcircuit configurations. Finally, we evaluate approach on parameterized benchmark suite electrical circuits, demonstrating order magnitude improvement performance compared baseline implementation.

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ژورنال

عنوان ژورنال: Proceedings of the ... AAAI Conference on Artificial Intelligence

سال: 2022

ISSN: ['2159-5399', '2374-3468']

DOI: https://doi.org/10.1609/aaai.v36i9.21271