Can I read Multi-objective Hybrid Particle Swarm Optimization and its Application to Analog and RF Circuit Optimization on EtoBox?

Multi-objective Hybrid Particle Swarm Optimization and its Application to Analog and RF Circuit Optimization by Deepak Joshi; Satyabrata Dash; Sushanth Reddy; Rahul Manigilla; Gaurav Trivedi is a Engineering article available to read on EtoBox.

What is Multi-objective Hybrid Particle Swarm Optimization and its Application to Analog and RF Circuit Optimization about?

The presence of RF components in mixed-signal circuits make it a challenging task to resolve tradeoffs among performance specifications. In order to ease the process of circuit design, these tradeoffs are being analyzed using multi-objective optimization methodologies. This paper presents a hybrid multi-objective optimization framework (MHPSO), a combination of particle swarm optimization and simulated annealing. The framework emphasizes on preserving nondominated solutions in an external archive. The multi-dimensional space excluding the archive is divided into several sub-spaces according to a velocity-temperature mapping scheme. Further, the solutions in each sub-space are optimized using simulated annealing for generation of a Pareto front. The framework is extended by incorporating crowding distance comparison operator (MHPSO-CD) to maintain nondominated solutions in the archive. The effectiveness of proposed methodologies is demonstrated for performance space exploration of three B Deepak Joshi

Who reads Multi-objective Hybrid Particle Swarm Optimization and its Application to Analog and RF Circuit Optimization?

Author

Deepak Joshi; Satyabrata Dash; Sushanth Reddy; Rahul Manigilla; Gaurav Trivedi

Publisher

Springer Science and Business Media LLC

Published

2023

Language

EN

Field

Engineering (Physical Sciences)