Benchmarking Parallel Natural Algorithms for Telecommunications Devices Design
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Abstract
This work presents the benchmark of three different adapted parallel natural inspired algorithms (Genetic Algorithm, Evolutionary Strategy and Artificial Immune System) integrated to some numerical techniques to optimize a microstrip antenna and crystal based photonic filter. The evaluations were focused on parallel computing impact, considering convergence and runtime simulation analyses. This benchmark contributes to point out their efficiency of these algorithms to optimize telecommunication devices integrated with some numerical solution, and it also provide runtime equation estimative for these optimizations.
Keywords: parallel computing; natural computing; microwave; photonics; optimizations.
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