Control Optimization And Mathematical Modeling Of Complex Systems

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Control, Optimization, and Mathematical Modeling of Complex Systems

Mikhail Posypkin,Andrey Gorshenin,Vladimir Titarev
Control Optimization and Mathematical Modeling of Complex Systems Book PDF

Author : Mikhail Posypkin,Andrey Gorshenin,Vladimir Titarev
Publisher : Mdpi AG
Page : 0 pages
File Size : 47,7 Mb
Release : 2023-06-26
Category : Electronic
ISBN : 3036576401

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Control, Optimization, and Mathematical Modeling of Complex Systems by Mikhail Posypkin,Andrey Gorshenin,Vladimir Titarev Pdf

Complex systems have long been an integral part of modern life and can be encountered everywhere. Undertaking a comprehensive study of such systems is a challenging problem, one which is impossible to solve without the use of contemporary mathematical modeling techniques. Mathematical models form the basis for the optimal design and control of complex systems. The present reprint contains all the articles accepted and published in the Special Issue of Mathematics entitled "Control, Optimization, and Mathematical Modeling of Complex Systems". This Special Issue is focused on recent theoretical and computational studies of complex systems modeling, control, and optimization. The topics addressed in this Special Issue cover a wide range of areas, including numerical simulation in physical, social, and life sciences; the modeling and analysis of complex systems based on mathematical methods and AI/ML approaches; control problems in robotics; design optimization of complex systems, modeling in economics and social sciences; stochastic models in physics and engineering; mathematical models in material science; and high-performance computing for mathematical modeling. It is our hope that the scientific results presented in this reprint will serve as valuable sources of documentation and inspiration to those seeking to delve into complex systems modeling, control, and optimization and examine their wide-ranging applications.

Modeling, Control and Optimization of Complex Systems

Weibo Gong,Leyuan Shi
Modeling Control and Optimization of Complex Systems Book PDF

Author : Weibo Gong,Leyuan Shi
Publisher : Springer Science & Business Media
Page : 312 pages
File Size : 52,7 Mb
Release : 2012-12-06
Category : Science
ISBN : 9781461511397

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Modeling, Control and Optimization of Complex Systems by Weibo Gong,Leyuan Shi Pdf

Modeling, Control And Optimization Of Complex Systems is a collection of contributions from leading international researchers in the fields of dynamic systems, control theory, and modeling. These papers were presented at the Symposium on Modeling and Optimization of Complex Systems in honor of Larry Yu-Chi Ho in June 2001. They include exciting research topics such as: -modeling of complex systems, -power control in ad hoc wireless networks, -adaptive control using multiple models, -constrained control, -linear quadratic control, -discrete events, -Markov decision processes and reinforcement learning, -optimal control for discrete event and hybrid systems, -optimal representation and visualization of multivariate data and functions in low-dimensional spaces.

Mathematical Modeling and Optimization of Complex Structures

Pekka Neittaanmäki,Sergey Repin,Tero Tuovinen
Mathematical Modeling and Optimization of Complex Structures Book PDF

Author : Pekka Neittaanmäki,Sergey Repin,Tero Tuovinen
Publisher : Springer
Page : 328 pages
File Size : 55,8 Mb
Release : 2015-10-07
Category : Technology & Engineering
ISBN : 9783319235646

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Mathematical Modeling and Optimization of Complex Structures by Pekka Neittaanmäki,Sergey Repin,Tero Tuovinen Pdf

This volume contains selected papers in three closely related areas: mathematical modeling in mechanics, numerical analysis, and optimization methods. The papers are based upon talks presented on the International Conference for Mathematical Modeling and Optimization in Mechanics, held in Jyväskylä, Finland, March 6-7, 2014 dedicated to Prof. N. Banichuk on the occasion of his 70th birthday. The articles are written by well-known scientists working in computational mechanics and in optimization of complicated technical models. Also, the volume contains papers discussing the historical development, the state of the art, new ideas, and open problems arising in modern continuum mechanics and applied optimization problems. Several papers are concerned with mathematical problems in numerical analysis, which are also closely related to important mechanical models. The main topics treated include: * Computer simulation methods in mechanics, physics, and biology; * Variational problems and methods; minimization algorithms; * Optimal control problems with distributed and discrete control; * Shape optimization and shape design problems in science and engineering; * Sensitivity analysis and parameters optimization of complex systems.

Mathematical Modelling and Optimization of Engineering Problems

J. A. Tenreiro Machado,Necati Özdemir,Dumitru Baleanu
Mathematical Modelling and Optimization of Engineering Problems Book PDF

Author : J. A. Tenreiro Machado,Necati Özdemir,Dumitru Baleanu
Publisher : Springer Nature
Page : 204 pages
File Size : 47,9 Mb
Release : 2020-02-12
Category : Mathematics
ISBN : 9783030370626

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Mathematical Modelling and Optimization of Engineering Problems by J. A. Tenreiro Machado,Necati Özdemir,Dumitru Baleanu Pdf

This book presents recent developments in modelling and optimization of engineering systems and the use of advanced mathematical methods for solving complex real-world problems. It provides recent theoretical developments and new techniques based on control, optimization theory, mathematical modeling and fractional calculus that can be used to model and understand complex behavior in natural phenomena including latest technologies such as additive manufacturing. Specific topics covered in detail include combinatorial optimization, flow and heat transfer, mathematical modelling, energy storage and management policy, artificial intelligence, optimal control, modelling and optimization of manufacturing systems.

Modeling and Control of Complex Systems

Petros A. Ioannou,Andreas Pitsillides
Modeling and Control of Complex Systems Book PDF

Author : Petros A. Ioannou,Andreas Pitsillides
Publisher : CRC Press
Page : 552 pages
File Size : 45,9 Mb
Release : 2007-12-26
Category : Medical
ISBN : 9780849379864

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Modeling and Control of Complex Systems by Petros A. Ioannou,Andreas Pitsillides Pdf

Comprehension of complex systems comes from an understanding of not only the behavior of constituent elements but how they act together to form the behavior of the whole. However, given the multidisciplinary nature of complex systems, the scattering of information across different areas creates a chaotic situation for those trying to understand pos

Handbook of Research on Modeling, Analysis, and Control of Complex Systems

Azar, Ahmad Taher,Kamal, Nashwa Ahmad
Handbook of Research on Modeling Analysis and Control of Complex Systems Book PDF

Author : Azar, Ahmad Taher,Kamal, Nashwa Ahmad
Publisher : IGI Global
Page : 685 pages
File Size : 50,5 Mb
Release : 2020-12-05
Category : Mathematics
ISBN : 9781799857907

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Handbook of Research on Modeling, Analysis, and Control of Complex Systems by Azar, Ahmad Taher,Kamal, Nashwa Ahmad Pdf

The current literature on dynamic systems is quite comprehensive, and system theory’s mathematical jargon can remain quite complicated. Thus, there is a need for a compendium of accessible research that involves the broad range of fields that dynamic systems can cover, including engineering, life sciences, and the environment, and which can connect researchers in these fields. The Handbook of Research on Modeling, Analysis, and Control of Complex Systems is a comprehensive reference book that describes the recent developments in a wide range of areas including the modeling, analysis, and control of dynamic systems, as well as explores related applications. The book acts as a forum for researchers seeking to understand the latest theory findings and software problem experiments. Covering topics that include chaotic maps, predictive modeling, random bit generation, and software bug prediction, this book is ideal for professionals, academicians, researchers, and students in the fields of electrical engineering, computer science, control engineering, robotics, power systems, and biomedical engineering.

Advances in System Dynamics and Control

Azar, Ahmad Taher,Vaidyanathan, Sundarapandian
Advances in System Dynamics and Control Book PDF

Author : Azar, Ahmad Taher,Vaidyanathan, Sundarapandian
Publisher : IGI Global
Page : 680 pages
File Size : 40,7 Mb
Release : 2018-02-09
Category : Computers
ISBN : 9781522540786

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Advances in System Dynamics and Control by Azar, Ahmad Taher,Vaidyanathan, Sundarapandian Pdf

Complex systems are pervasive in many areas of science. With the increasing requirement for high levels of system performance, complex systems has become an important area of research due to its role in many industries. Advances in System Dynamics and Control provides emerging research on the applications in the field of control and analysis for complex systems, with a special emphasis on how to solve various control design and observer design problems, nonlinear systems, interconnected systems, and singular systems. Featuring coverage on a broad range of topics, such as adaptive control, artificial neural network, and synchronization, this book is an important resource for engineers, professionals, and researchers interested in applying new computational and mathematical tools for solving the complicated problems of mathematical modeling, simulation, and control.

Management and Intelligent Decision-Making in Complex Systems: An Optimization-Driven Approach

Ameer Hamza Khan,Xinwei Cao,Shuai Li
Management and Intelligent Decision Making in Complex Systems An Optimization Driven Approach Book PDF

Author : Ameer Hamza Khan,Xinwei Cao,Shuai Li
Publisher : Springer Nature
Page : 91 pages
File Size : 41,8 Mb
Release : 2020-10-29
Category : Technology & Engineering
ISBN : 9789811593925

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Management and Intelligent Decision-Making in Complex Systems: An Optimization-Driven Approach by Ameer Hamza Khan,Xinwei Cao,Shuai Li Pdf

In this book, the authors focus on three aspects related to the development of articulated agents: presenting an overview of high-level control algorithms for intelligent decision-making of articulated agents, experimental study of the properties of soft agents as the end-effector of articulated agents, and accurate management of low-level torque-control loop to accurately control the articulated agents. This book summarizes recent advances related to articulated agents. The motive behind the book is to trigger theoretical and practical research studies related to articulated agents.

System Modeling and Optimization

Adam Korytowski,Maciej Szymkat,Kazimierz Malanowski,Wojciech Mitkowski
System Modeling and Optimization Book PDF

Author : Adam Korytowski,Maciej Szymkat,Kazimierz Malanowski,Wojciech Mitkowski
Publisher : Springer Science & Business Media
Page : 515 pages
File Size : 51,9 Mb
Release : 2009-10-15
Category : Technology & Engineering
ISBN : 9783642048012

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System Modeling and Optimization by Adam Korytowski,Maciej Szymkat,Kazimierz Malanowski,Wojciech Mitkowski Pdf

rd This book constitutes a collection of extended versions of papers presented at the 23 IFIP TC7 Conference on System Modeling and Optimization, which was held in C- cow, Poland, on July 23–27, 2007. It contains 7 plenary and 22 contributed articles, the latter selected via a peer reviewing process. Most of the papers are concerned with optimization and optimal control. Some of them deal with practical issues, e. g. , p- formance-based design for seismic risk reduction, or evolutionary optimization in structural engineering. Many contributions concern optimization of infini- dimensional systems, ranging from a general overview of the variational analysis, through optimization and sensitivity analysis of PDE systems, to optimal control of neutral systems. A significant group of papers is devoted to shape analysis and opti- zation. Sufficient optimality conditions for ODE problems, and stochastic control methods applied to mathematical finance, are also investigated. The remaining papers are on mathematical programming, modeling, and information technology. The conference was the 23rd event in the series of such meetings biennially org- ized under the auspices of the Seventh Technical Committee “Systems Modeling and Optimization” of the International Federation for Information Processing (IFIP TC7).

Control of Complex Systems

Kyriakos Vamvoudakis,Sarangapani Jagannathan
Control of Complex Systems Book PDF

Author : Kyriakos Vamvoudakis,Sarangapani Jagannathan
Publisher : Butterworth-Heinemann
Page : 762 pages
File Size : 48,7 Mb
Release : 2016-07-27
Category : Technology & Engineering
ISBN : 9780128054376

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Control of Complex Systems by Kyriakos Vamvoudakis,Sarangapani Jagannathan Pdf

In the era of cyber-physical systems, the area of control of complex systems has grown to be one of the hardest in terms of algorithmic design techniques and analytical tools. The 23 chapters, written by international specialists in the field, cover a variety of interests within the broader field of learning, adaptation, optimization and networked control. The editors have grouped these into the following 5 sections: “Introduction and Background on Control Theory”, “Adaptive Control and Neuroscience”, “Adaptive Learning Algorithms”, “Cyber-Physical Systems and Cooperative Control”, “Applications”. The diversity of the research presented gives the reader a unique opportunity to explore a comprehensive overview of a field of great interest to control and system theorists. This book is intended for researchers and control engineers in machine learning, adaptive control, optimization and automatic control systems, including Electrical Engineers, Computer Science Engineers, Mechanical Engineers, Aerospace/Automotive Engineers, and Industrial Engineers. It could be used as a text or reference for advanced courses in complex control systems. • Collection of chapters from several well-known professors and researchers that will showcase their recent work • Presents different state-of-the-art control approaches and theory for complex systems • Gives algorithms that take into consideration the presence of modelling uncertainties, the unavailability of the model, the possibility of cooperative/non-cooperative goals and malicious attacks compromising the security of networked teams • Real system examples and figures throughout, make ideas concrete Includes chapters from several well-known professors and researchers that showcases their recent work Presents different state-of-the-art control approaches and theory for complex systems Explores the presence of modelling uncertainties, the unavailability of the model, the possibility of cooperative/non-cooperative goals, and malicious attacks compromising the security of networked teams Serves as a helpful reference for researchers and control engineers working with machine learning, adaptive control, and automatic control systems

Optimization in Control Applications

Guillermo Valencia-Palomo,Francisco Ronay López-Estrada
Optimization in Control Applications Book PDF

Author : Guillermo Valencia-Palomo,Francisco Ronay López-Estrada
Publisher : MDPI
Page : 257 pages
File Size : 40,9 Mb
Release : 2019-01-10
Category : Mathematics
ISBN : 9783038974475

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Optimization in Control Applications by Guillermo Valencia-Palomo,Francisco Ronay López-Estrada Pdf

This book is a printed edition of the Special Issue "Optimization in Control Applications" that was published in MCA

Control and Modeling of Complex Systems

Koichi Hashimoto,Yutaka Yamamoto,Yasuaki Oishi
Control and Modeling of Complex Systems Book PDF

Author : Koichi Hashimoto,Yutaka Yamamoto,Yasuaki Oishi
Publisher : Springer Science & Business Media
Page : 350 pages
File Size : 46,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461200239

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Control and Modeling of Complex Systems by Koichi Hashimoto,Yutaka Yamamoto,Yasuaki Oishi Pdf

Hidenori Kimura, renowned system and control theorist, turned 60 years of age in November, 2001. To celebrate this memorable occasion, his friends, collaborators, and former students gathered from all over the world and held a symposium in his honor on November 1 and 2, 2001, at the Sanjo Conference Hall at the University of Tokyo. Reflecting his current research interests, the symposium was entitled "Cybernetics in the 21st Century: Information and Complexity in Control Theory," and it drew nearly 150 attendees. There were twenty-five lectures, on which the present volume is based. Hidenori Kimura was born on November 3, 1941, in Tokyo, just prior to the outbreak of the Second World War. It is not hard to imagine, then, that his early days, like those of so many of his contemporaries, must have been difficult. Fortunately, the war ended in 1945, and his generation found itself thoroughly occupied with the rebuilding effort and with Japan's uphill journey in the last half-century. He entered the University of Tokyo in 1963, received a B. S. in 1965, an M. S. in 1967, and, in 1970, a Ph. D. degree for his dissertation "A Study of Differential Games. " After obtaining his doctorate, he joined the Department of Control En gineering at Osaka University as a research associate, and in 1973 he was promoted to an associate professor.

Mission Oriented Effectiveness Evaluation and Optimization of Complex Systems

De Ping Zhang,Xue Feng Yan
Mission Oriented Effectiveness Evaluation and Optimization of Complex Systems Book PDF

Author : De Ping Zhang,Xue Feng Yan
Publisher : Unknown
Page : 0 pages
File Size : 47,5 Mb
Release : 2021
Category : System analysis
ISBN : 1536193801

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Mission Oriented Effectiveness Evaluation and Optimization of Complex Systems by De Ping Zhang,Xue Feng Yan Pdf

With the development and wide application of new information technology, the trend of informationization, intelligence and integration for complex systems is becoming increasingly obvious. Various complex systems promote and restrict each other to form an organic system with a feature of system emergence.The goal of these complex systems is to accomplish complex tasks in very complicated and uncertain environments and get better results than people expect. System effectiveness is always used to measure the design quality and capacity of complex systems. It represents the comprehensive capability of a complex system to perform specific tasks under specific conditions. To guide the optimization design process, improve design quality, reduce the design lifecycle and ultimately enhance the overall capabilities of complex systems, it is necessary to find a scientific method to evaluate and optimize the system effectiveness of the complex system.At present, there are many methods to evaluate system effectiveness, but most of the evaluation objects are mainly single equipment or a subsystem. Complex systems have various typical characteristics of large scale, complex relationships, diverse tasks, and typical uncertainties. It is difficult to achieve comprehensive evaluation and it is not effective to use the existing simple methods directly. Because the existing research on comprehensive evaluation of system effectiveness struggles to meet the emergence requirements of complex systems, it is necessary to research and form a comprehensive evaluation and optimization method of system effectiveness for the complex system.The basic theories and applications of effectiveness evaluation and optimization technology are introduced in this book. The book contains nine chapters, the main contents of which are as follows: Introduction; Construction of Effectiveness Evaluation Index System; Mathematical Modeling and Analysis Technology of Effectiveness Index; Analysis Technology of Classical Effectiveness Evaluation; Mission Oriented Effectiveness Evaluation Technology; Operational Effectiveness Sensitivity Analysis Technology; Analysis Technology of System Effectiveness Contribution; Mission oriented Modeling; and Evaluation and Optimization of Complex Systems.The main content of this book includes: the entire analyzing process of system effectiveness and complex system performance; the construction, selection and modeling of the index system; the evaluation of system effectiveness; and the analysis of sensitivity and contribution, among other topics. Each chapter has a close logical relationship, which can help the readers understand the field more easily. This book has strong practicality. Based on the basic theories of various methods, we provide many concrete cases. Readers can quickly apply them to the practice of effectiveness evaluation following the case studies. The authors' research and applications provide not only theoretical knowledge, but practical knowledge as well. The latest technological developments are also considered. This book mainly discusses the performance evaluation of typical complex systems, focusing on new theories and methods in this field. We believe this can help the development and application of effectiveness evaluation of complex systems.This book can be used as reference material or as a textbook for high grade students and graduated students in computer simulation and system modeling and simulation, control science and engineering. It also has important reference value for researchers and engineers in professional fields such as ship engineering, aircraft guidance and control, and aircraft design.

Vehicle Propulsion Systems

Lino Guzzella,Antonio Sciarretta
Vehicle Propulsion Systems Book PDF

Author : Lino Guzzella,Antonio Sciarretta
Publisher : Springer Science & Business Media
Page : 345 pages
File Size : 41,9 Mb
Release : 2007-09-21
Category : Technology & Engineering
ISBN : 9783540746928

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Vehicle Propulsion Systems by Lino Guzzella,Antonio Sciarretta Pdf

The authors of this text have written a comprehensive introduction to the modeling and optimization problems encountered when designing new propulsion systems for passenger cars. It is intended for persons interested in the analysis and optimization of vehicle propulsion systems. Its focus is on the control-oriented mathematical description of the physical processes and on the model-based optimization of the system structure and of the supervisory control algorithms.

An Introduction to Optimal Control Problems in Life Sciences and Economics

Sebastian Aniţa,Viorel Arnăutu,Vincenzo Capasso
An Introduction to Optimal Control Problems in Life Sciences and Economics Book PDF

Author : Sebastian Aniţa,Viorel Arnăutu,Vincenzo Capasso
Publisher : Springer Science & Business Media
Page : 232 pages
File Size : 55,5 Mb
Release : 2011-05-05
Category : Mathematics
ISBN : 9780817680985

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An Introduction to Optimal Control Problems in Life Sciences and Economics by Sebastian Aniţa,Viorel Arnăutu,Vincenzo Capasso Pdf

Combining control theory and modeling, this textbook introduces and builds on methods for simulating and tackling concrete problems in a variety of applied sciences. Emphasizing "learning by doing," the authors focus on examples and applications to real-world problems. An elementary presentation of advanced concepts, proofs to introduce new ideas, and carefully presented MATLAB® programs help foster an understanding of the basics, but also lead the way to new, independent research. With minimal prerequisites and exercises in each chapter, this work serves as an excellent textbook and reference for graduate and advanced undergraduate students, researchers, and practitioners in mathematics, physics, engineering, computer science, as well as biology, biotechnology, economics, and finance.