Controller Tuning With Evolutionary Multiobjective Optimization
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Controller Tuning With Evolutionary Multiobjective Optimization
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Author : Gilberto Reynoso Meza
language : en
Publisher: Springer
Release Date : 2016-11-04
Controller Tuning With Evolutionary Multiobjective Optimization written by Gilberto Reynoso Meza and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-04 with Technology & Engineering categories.
This book is devoted to Multiobjective Optimization Design (MOOD) procedures for controller tuning applications, by means of Evolutionary Multiobjective Optimization (EMO). It presents developments in tools, procedures and guidelines to facilitate this process, covering the three fundamental steps in the procedure: problem definition, optimization and decision-making. The book is divided into four parts. The first part, Fundamentals, focuses on the necessary theoretical background and provides specific tools for practitioners. The second part, Basics, examines a range of basic examples regarding the MOOD procedure for controller tuning, while the third part, Benchmarking, demonstrates how the MOOD procedure can be employed in several control engineering problems. The fourth part, Applications, is dedicated to implementing the MOOD procedure for controller tuning in real processes.
Advanced Hydroinformatic Techniques For The Simulation And Analysis Of Water Supply And Distribution Systems
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Author : Manuel Herrera
language : en
Publisher: MDPI
Release Date : 2018-07-19
Advanced Hydroinformatic Techniques For The Simulation And Analysis Of Water Supply And Distribution Systems written by Manuel Herrera and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-19 with Technology & Engineering categories.
This book is a printed edition of the Special Issue "Advanced Hydroinformatic Techniques for the Simulation and Analysis of Water Supply and Distribution Systems" that was published in Water
Evolutionary Algorithms For Solving Multi Objective Problems
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Author : Carlos Coello Coello
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09
Evolutionary Algorithms For Solving Multi Objective Problems written by Carlos Coello Coello and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Computers categories.
Researchers and practitioners alike are increasingly turning to search, op timization, and machine-learning procedures based on natural selection and natural genetics to solve problems across the spectrum of human endeavor. These genetic algorithms and techniques of evolutionary computation are solv ing problems and inventing new hardware and software that rival human designs. The Kluwer Series on Genetic Algorithms and Evolutionary Computation pub lishes research monographs, edited collections, and graduate-level texts in this rapidly growing field. Primary areas of coverage include the theory, implemen tation, and application of genetic algorithms (GAs), evolution strategies (ESs), evolutionary programming (EP), learning classifier systems (LCSs) and other variants of genetic and evolutionary computation (GEC). The series also pub lishes texts in related fields such as artificial life, adaptive behavior, artificial immune systems, agent-based systems, neural computing, fuzzy systems, and quantum computing as long as GEC techniques are part of or inspiration for the system being described. This encyclopedic volume on the use of the algorithms of genetic and evolu tionary computation for the solution of multi-objective problems is a landmark addition to the literature that comes just in the nick of time. Multi-objective evolutionary algorithms (MOEAs) are receiving increasing and unprecedented attention. Researchers and practitioners are finding an irresistible match be tween the popUlation available in most genetic and evolutionary algorithms and the need in multi-objective problems to approximate the Pareto trade-off curve or surface.
Technological Transformation A New Role For Human Machines And Management
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Author : Hanno Schaumburg
language : en
Publisher: Springer Nature
Release Date : 2020-12-10
Technological Transformation A New Role For Human Machines And Management written by Hanno Schaumburg and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-10 with Technology & Engineering categories.
This proceedings book contains 21 articles that arouse the greatest interest among experts from academia, industry and scientific experts in the area of the structural transformation of industrial and economic systems on a new technological base. V Scientific International Conference «Technological Transformation: A New Role for Human, Machines and Management (TT-2020)» was held on 16–18 September 2020 in St. Petersburg at the Peter the Great St. Petersburg Polytechnic University. The conference aimed to discuss the results of system studies on the key drivers and consequences of wide digitalization in various sectors of the economy and industry, as well as in the service sector. Topics were presented: New industrial base, Virtual engineering, Diffusion of technology, Digital infrastructure, Supercomputers, Cyberphysical interface and Informatics of cognitive processes, Convergence, harmonization and integration of artificial and natural intelligence, Changing social and economic landscape and new management systems, Digital technologies in logistics, Cyberphysical systems and artificial intelligence.
Principles In Noisy Optimization
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Author : Pratyusha Rakshit
language : en
Publisher: Springer
Release Date : 2018-11-20
Principles In Noisy Optimization written by Pratyusha Rakshit and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-20 with Computers categories.
Noisy optimization is a topic of growing interest for researchers working on mainstream optimization problems. Although several techniques for dealing with stochastic noise in optimization problems are covered in journals and conference proceedings, today there are virtually no books that approach noisy optimization from a layman’s perspective; this book remedies that gap. Beginning with the foundations of evolutionary optimization, the book subsequently explores the principles of noisy optimization in single and multi-objective settings, and presents detailed illustrations of the principles developed for application in real-world multi-agent coordination problems. Special emphasis is given to the design of intelligent algorithms for noisy optimization in real-time applications. The book is unique in terms of its content, writing style and above all its simplicity, which will appeal to readers with a broad range of backgrounds. The book is divided into 7 chapters, the first of which provides an introduction to Swarm and Evolutionary Optimization algorithms. Chapter 2 includes a thorough review of agent architectures for multi-agent coordination. In turn, Chapter 3 provides an extensive review of noisy optimization, while Chapter 4 addresses issues of noise handling in the context of single-objective optimization problems. An illustrative case study on multi-robot path-planning in the presence of measurement noise is also highlighted in this chapter. Chapter 5 deals with noisy multi-objective optimization and includes a case study on noisy multi-robot box-pushing. In Chapter 6, the authors examine the scope of various algorithms in noisy optimization problems. Lastly, Chapter 7 summarizes the main results obtained in the previous chapters and elaborates on the book’s potential with regard to real-world noisy optimization problems.
Proceedings Of The International Symposium On Micro Nanomechatronics And Human Science
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Author :
language : en
Publisher:
Release Date : 2004
Proceedings Of The International Symposium On Micro Nanomechatronics And Human Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Mechatronics categories.
Industrial Pid Controller Tuning
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Author : José David Rojas
language : en
Publisher: Springer Nature
Release Date : 2021-05-22
Industrial Pid Controller Tuning written by José David Rojas and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-22 with Technology & Engineering categories.
Industrial PID Controller Tuning presents a different view of the servo/regulator compromise that has been studied for a long time in industrial control research. Optimal tuning generally involves comparison of cost functions (e.g., a quadratic function of the error or a time-weighted absolute value of the error) but without taking advantage of available multi-objective optimization methods. The book does make use of multi-objective optimization to account for several sources of disturbance, applying them to a more realistic problem: how to select the tuning of a controller when both servo and regulator responses are important. The authors review the different deterministic multi-objective optimization methods. In order to ameliorate the consequences of the computational expense typically involved in their use—specifically the generation of multiple solutions among which the control engineer still has to choose—algorithms for two-degree-of-freedom PID control are implemented in MATLAB®. MATLAB code and a MATLAB-compatible program are provided for download and will help readers to adapt the ideas presented in the text for use in their own systems. Further practical guidance is offered by the inclusion of several examples of common industrial processes amenable to the use of the authors’ methods. Researchers interested in non-heuristic approaches to controller tuning or in decision-making after a Pareto set has been established and graduate students interested in beginning a career working with PID control and/or industrial controller tuning will find this book a valuable reference and source of ideas. Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.
Perspectives In Control Engineering Technologies Applications And New Directions
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Author : Tariq Samad
language : en
Publisher: Wiley-IEEE Press
Release Date : 2001
Perspectives In Control Engineering Technologies Applications And New Directions written by Tariq Samad and has been published by Wiley-IEEE Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Science categories.
"What important research developments are under way in control science and engineering? What are key challenges in control technology applications to different domains? What new directions are being charted for control systems? Now practicing control engineers and students can find accessible answers to these multifaceted control issues without the intensive mathematical analysis usually found in control systems books. This all-in-one resource brings you state-of-the-art research results by contributors who are leading experts in control. You will find insightful introductions and discussions of future trends for a range of control technologies and applications, including: * Computer-aided control system design * Discrete event systems * Intelligent control * Industrial process control * Intelligent transportation systems. PERSPECTIVES IN CONTROL ENGINEERING is the one-stop volume you need to gain an overview of the latest advances in control systems." Sponsored by: IEEE Control Systems Society.
Control And Intelligent Systems
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Author :
language : en
Publisher:
Release Date : 1999
Control And Intelligent Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Artificial intelligence categories.
Proceedings Of The 2000 Congress On Evolutionary Computation
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Author : Institute of Electrical and Electronics Engineers
language : en
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
Release Date : 2000
Proceedings Of The 2000 Congress On Evolutionary Computation written by Institute of Electrical and Electronics Engineers and has been published by Institute of Electrical & Electronics Engineers(IEEE) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computers categories.
These volumes contain the proceedings of the 2000 Congress on Evolutionary Computation. The papers address: genetic programming; evolutionary optimization; the evolution of neural networks; evolutionary robotics; data mining with evolutionary algorithms; bio-inspired hardware; and more.