An Approach to Solving for Multi-Objective Optimization Problem with Application to Linear Motor Control Design

C.-L. Lin and H.-Y. Jan

Keywords

Evolution algorithm, multiobjective optimization, robust control, linear motor

Abstract

The authors propose a new design and realization method solving for constrained multi-objective problem via an advanced evolution strategy. Requirements directly related to the H and H2 performance specifications are imposed, which reflect stability robustness and optimality. A modified PID control scheme represented only by two parameters is proposed to control a linear brushless DC motor. The design paradigm offers an effective way to implement robust solutions that covers a wide range of plant perturbations and offers excellent performance. Simulation studies and experiments are performed to verify the performance and applicability of the suggested design.

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