Multi-Objective Optimization System Designs and Their Applications (e-book) (used book) | bookbook.eu

Description

This book introduces Multi-objective design methods to solve Multi-objective optimization problems (MOPs) of linear/non-linear dynamic systems under intrinsic random fluctuation and external disturbance. The MOPs of multiple targets for systems are all transformed to equivalent LMIs-constrained MOPs. Corresponding reverse-order LMIs-constrained MOEA algorithms are introduced to solve LMIs-constrained MOPs using MATLAB(R). All the proposed design methods are based on rigorous theoretical results and their applications are focused on more practical engineering design examples.

Features:

• Discuss multi-objective optimization from engineer's perspective.
• Contains the theoretic design methods of multi-objective optimization schemes.
• Includes wide spectrum of recent research topics in control design, especially for stochastic mean field stochastic diffusion problems.
• Covers practical applications in each chapter, like missile guidance design, economic and financial system, power control tracking, minimization design in communication and so forth.
• Explores practical multi-objective optimization design examples in control, signal processing, communication, and cyber-financial systems.

This book is aimed researchers and graduate students in electrical engineering, control design, and optimization.