Analyzing the Objective Functions for Multi-Objective Optimization of the Amplifier Adaptive Control of Operating Point
Erick de A. Barboza, Carmelo J. A. Bastos-Filho, Daniel A. R. Chaves, Joaquim F. Martins-Filho, Leonardo Didier Coelho, Raul C. Almeida, Marcionilo J. Silva, Danilo Araújo, Jose A. Martins · 2021 SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC) · 2021
This paper analyzes the impact of the set of objective functions for the solution of the amplifier Adaptive Control of Operating Point (ACOP) problem using a Multi-objective optimization approach. We assessed four different configurations, one with three objectives and three with two objective functions. We observed that the configuration with three objective functions achieved a better diversity and generated a more diverse set of solutions for the decision-maker with no significant increase in computational time.