Robust Control Optimization with Metaheuristics
Robust Control Optimization with Metaheuristics

Author: Philippe Feyel

Publisher: John Wiley & Sons

Published: 2017-02-21

Total Pages: 448

ISBN-13: 1786300427

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In the automotive industry, a Control Engineer must design a unique control law that is then tested and validated on a single prototype with a level of reliability high enough to to meet a number of complex specifications on various systems. In order to do this, the Engineer uses an experimental iterative process (Trial and Error phase) which relies heavily on his or her experience. This book looks to optimise the methods for synthesising servo controllers ny making them more direct and thus quicker to design. This is achieved by calculating a final controller to directly tackle the high-end system specs.

Robust Control Optimization with Metaheuristics
Robust Control Optimization with Metaheuristics

Author: Philippe Feyel

Publisher: John Wiley & Sons

Published: 2017-01-19

Total Pages: 454

ISBN-13: 1119340969

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In the automotive industry, a Control Engineer must design a unique control law that is then tested and validated on a single prototype with a level of reliability high enough to to meet a number of complex specifications on various systems. In order to do this, the Engineer uses an experimental iterative process (Trial and Error phase) which relies heavily on his or her experience. This book looks to optimise the methods for synthesising servo controllers ny making them more direct and thus quicker to design. This is achieved by calculating a final controller to directly tackle the high-end system specs.

Metaheuristics and Optimization in Computer and Electrical Engineering
Metaheuristics and Optimization in Computer and Electrical Engineering

Author: Navid Razmjooy

Publisher: Springer

Published: 2021-11-17

Total Pages: 311

ISBN-13: 9783030566913

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The use of artificial intelligence, especially in the field of optimization is increasing day by day. The purpose of this book is to explore the possibility of using different kinds of optimization algorithms to advance and enhance the tools used for computer and electrical engineering purposes.

Robot Intelligence Technology and Applications
Robot Intelligence Technology and Applications

Author: Jong-Hwan Kim

Publisher: Springer

Published: 2019-04-12

Total Pages: 258

ISBN-13: 9811377804

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This book constitutes revised selected papers from the 6th International Conference on Robot Intelligence Technology and Applications, RiTA 2018, held in Putrajaya, Malaysia, in December 2018. The 20 full papers presented in this volume were carefully reviewed and selected from 80 submissions. The papers present studies on machine learning; optimization; modelling and simulation; path planning; neural networks; landmark recognition; and reinforcement learning.

Metaheuristics and Optimization in Computer and Electrical Engineering
Metaheuristics and Optimization in Computer and Electrical Engineering

Author: Navid Razmjooy

Publisher: Springer Nature

Published: 2020-11-16

Total Pages: 311

ISBN-13: 3030566897

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The use of artificial intelligence, especially in the field of optimization is increasing day by day. The purpose of this book is to explore the possibility of using different kinds of optimization algorithms to advance and enhance the tools used for computer and electrical engineering purposes.

Nature-Inspired Methods for Metaheuristics Optimization
Nature-Inspired Methods for Metaheuristics Optimization

Author: Fouad Bennis

Publisher: Springer Nature

Published: 2020-01-17

Total Pages: 503

ISBN-13: 3030264580

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This book gathers together a set of chapters covering recent development in optimization methods that are inspired by nature. The first group of chapters describes in detail different meta-heuristic algorithms, and shows their applicability using some test or real-world problems. The second part of the book is especially focused on advanced applications and case studies. They span different engineering fields, including mechanical, electrical and civil engineering, and earth/environmental science, and covers topics such as robotics, water management, process optimization, among others. The book covers both basic concepts and advanced issues, offering a timely introduction to nature-inspired optimization method for newcomers and students, and a source of inspiration as well as important practical insights to engineers and researchers.

Computational Intelligence and Optimization Methods for Control Engineering
Computational Intelligence and Optimization Methods for Control Engineering

Author: Maude Josée Blondin

Publisher: Springer Nature

Published: 2019-09-20

Total Pages: 363

ISBN-13: 3030254461

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This volume presents some recent and principal developments related to computational intelligence and optimization methods in control. Theoretical aspects and practical applications of control engineering are covered by 14 self-contained contributions. Additional gems include the discussion of future directions and research perspectives designed to add to the reader’s understanding of both the challenges faced in control engineering and the insights into the developing of new techniques. With the knowledge obtained, readers are encouraged to determine the appropriate control method for specific applications.

Controller Tuning Optimization Methods for Multi-Constraints and Nonlinear Systems
Controller Tuning Optimization Methods for Multi-Constraints and Nonlinear Systems

Author: Maude Josée Blondin

Publisher: Springer Nature

Published: 2021-01-06

Total Pages: 107

ISBN-13: 303064541X

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This book covers controller tuning techniques from conventional to new optimization methods for diverse control engineering applications. Classical controller tuning approaches are presented with real-world challenges faced in control engineering. Current developments in applying optimization techniques to controller tuning are explained. Case studies of optimization algorithms applied to controller tuning dealing with nonlinearities and limitations like the inverted pendulum and the automatic voltage regulator are presented with performance comparisons. Students and researchers in engineering and optimization interested in optimization methods for controller tuning will utilize this book to apply optimization algorithms to controller tuning, to choose the most suitable optimization algorithm for a specific application, and to develop new optimization techniques for controller tuning.

Metaheuristic Algorithms in Industry 4.0
Metaheuristic Algorithms in Industry 4.0

Author: Pritesh Shah

Publisher: CRC Press

Published: 2021-09-29

Total Pages: 302

ISBN-13: 1000435989

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Due to increasing industry 4.0 practices, massive industrial process data is now available for researchers for modelling and optimization. Artificial Intelligence methods can be applied to the ever-increasing process data to achieve robust control against foreseen and unforeseen system fluctuations. Smart computing techniques, machine learning, deep learning, computer vision, for example, will be inseparable from the highly automated factories of tomorrow. Effective cybersecurity will be a must for all Internet of Things (IoT) enabled work and office spaces. This book addresses metaheuristics in all aspects of Industry 4.0. It covers metaheuristic applications in IoT, cyber physical systems, control systems, smart computing, artificial intelligence, sensor networks, robotics, cybersecurity, smart factory, predictive analytics and more. Key features: Includes industrial case studies. Includes chapters on cyber physical systems, machine learning, deep learning, cybersecurity, robotics, smart manufacturing and predictive analytics. surveys current trends and challenges in metaheuristics and industry 4.0. Metaheuristic Algorithms in Industry 4.0 provides a guiding light to engineers, researchers, students, faculty and other professionals engaged in exploring and implementing industry 4.0 solutions in various systems and processes.

Metaheuristic Optimization in Power Engineering
Metaheuristic Optimization in Power Engineering

Author: Jordan Radosavljević

Publisher: IET

Published: 2024-10-15

Total Pages: 324

ISBN-13: 1837241317

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A new edition in two volumes of the systematic and comprehensive reference on metaheuristic methods for power systems with distributed renewables, which offers MATLAB-based software, with revised and new chapters.