Multi-Objective Optimization System Designs and Their Applications
English | 2024 | ISBN: 1032415649 | 466 Pages | PDF (True) | 22 MB
English | 2024 | ISBN: 1032415649 | 466 Pages | PDF (True) | 22 MB
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.