Multi-Objective Optimization System Designs and Their Applications

Bor-Sen Chen

Publisher: CRC Press

Published: 2023

ISBN-13: 9781000999495

ISBN-10: 1000999491

Pages: 466

Subjects: Technology & Engineering / Electrical, Technology & Engineering / Power Resources / General, Technology & Engineering / Automation

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About Multi-Objective Optimization System Designs and Their Applications

This book introduces multi-objective design methods to solve multi-objective optimization problems (MOPs) of linear/nonlinear dynamic systems under intrinsic random fluctuation and external disturbance. The MOPs of multiple targets for systems are all transformed into equivalent linear matrix inequality (LMI)-constrained MOPs. Corresponding reverse-order LMI-constrained multi-objective evolution algorithms are introduced to solve LMI-constrained MOPs using MATLAB®. All proposed design methods are based on rigorous theoretical results, and their applications are focused on more practical engineering design examples.Features: Discusses multi-objective optimization from an engineer’s perspective Contains the theoretical design methods of multi-objective optimization schemes Includes a wide spectrum of recent research topics in control design, especially for stochastic mean field diffusion problems Covers practical applications in each chapter, like missile guidance design, economic and fi...

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