The design of complex electromagnetic systems always starts from a set of physically consistent equations. However, dealing with real scenarios, unforeseen coupling phenomena, incomplete description of the systems, and/or ineffective modeling may result in suboptimal designs. Advanced optimization techniques play a critical role in addressing these challenges by refining suboptimal designs to meet specific objectives. In this paper, a novel evolutionary optimization algorithm inspired by intricate geopolitical conflicts of the classical era is presented. It is tested against classical optimization benchmarks as well as to a common electromagnetic problem showing good results with respect to already well known evolutionary algorithms.

Wsppso Optimization Applied to Electromagnetic Problems

Chiaudani F.;Zich E. L.;Grimaccia F.;Martinez G. F.;
2025-01-01

Abstract

The design of complex electromagnetic systems always starts from a set of physically consistent equations. However, dealing with real scenarios, unforeseen coupling phenomena, incomplete description of the systems, and/or ineffective modeling may result in suboptimal designs. Advanced optimization techniques play a critical role in addressing these challenges by refining suboptimal designs to meet specific objectives. In this paper, a novel evolutionary optimization algorithm inspired by intricate geopolitical conflicts of the classical era is presented. It is tested against classical optimization benchmarks as well as to a common electromagnetic problem showing good results with respect to already well known evolutionary algorithms.
2025
Proceedings of the IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications, APWC
Antenna arrays
evolutionary algorithm
optimization
particle swam optimization
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1300449
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