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Multi-Objective Optimization System Designs and Their Applications

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Title: Multi-Objective Optimization System Designs and Their Applications
Description: 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 financial systems, 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 at researchers and graduate students in electrical engineering, control design, and optimization.
Authors: Bor-Sen Chen
Resource Type: eBook.
Subjects: Mathematical optimization--Data processing
Categories: TECHNOLOGY & ENGINEERING / Signals & Signal Processing
Database: eBook Index
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  Availability: 0
Header DbId: edsebk
DbLabel: eBook Index
An: 3732474
RelevancyScore: 969
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 968.509704589844
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  Data: Multi-Objective Optimization System Designs and Their Applications
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  Data: 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 financial systems, 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 at researchers and graduate students in electrical engineering, control design, and optimization.
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RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 519.60285
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Mathematical optimization--Data processing
        Type: general
    Titles:
      – TitleFull: Multi-Objective Optimization System Designs and Their Applications
        Type: main
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      – PersonEntity:
          Name:
            NameFull: Bor-Sen Chen
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            NameFull: Bor-Sen Chen
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          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2023
            – D: 03
              M: 05
              Type: profile
              Y: 2024
          Identifiers:
            – Type: isbn-print
              Value: 9781032415642
            – Type: isbn-print
              Value: 9781032422985
            – Type: isbn-electronic
              Value: 9781000999495
            – Type: isbn-electronic
              Value: 9781000999525
            – Type: isbn-electronic
              Value: 9781003362142
          Titles:
            – TitleFull: Multi-Objective Optimization System Designs and Their Applications
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