Intelligent Control and Learning Systems – serie

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45 produkter

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45 produkter

Del 3 - Intelligent Control and Learning Systems
Data-Driven Fault Detection and Reasoning for Industrial Monitoring
AvJing Wang,Jinglin Zhoum. fl.
Inbunden, Engelska, 2022
560 kr
Skickas inom 10-15 vardagar
This open access book assesses the potential of data-driven methods in industrial process monitoring engineering. The process modeling, fault detection, classification, isolation, and reasoning are studied in detail. These methods can be used to improve the safety and reliability of industrial processes. Fault diagnosis, including fault detection and reasoning, has attracted engineers and scientists from various fields such as control, machinery, mathematics, and automation engineering. Combining the diagnosis algorithms and application cases, this book establishes a basic framework for this topic and implements various statistical analysis methods for process monitoring. This book is intended for senior undergraduate and graduate students who are interested in fault diagnosis technology, researchers investigating automation and industrial security, professional practitioners and engineers working on engineering modeling and data processing applications. This is an open access book.
Del 1 - Intelligent Control and Learning Systems
Discrete-Time Adaptive Iterative Learning Control
From Model-Based to Data-Driven
AvRonghu Chi,Na Linm. fl.
Inbunden, Engelska, 2022
1 445 kr
Skickas inom 10-15 vardagar
This book belongs to the subject of control and systems theory. The discrete-time adaptive iterative learning control (DAILC) is discussed as a cutting-edge of ILC and can address random initial states, iteration-varying targets, and other non-repetitive uncertainties in practical applications. This book begins with the design and analysis of model-based DAILC methods by referencing the tools used in the discrete-time adaptive control theory. To overcome the extreme difficulties in modeling a complex system, the data-driven DAILC methods are further discussed by building a linear parametric data mapping between two consecutive iterations. Other significant improvements and extensions of the model-based/data-driven DAILC are also studied to facilitate broader applications. The readers can learn the recent progress on DAILC with consideration of various applications. This book is intended for academic scholars, engineers and graduate students who are interested in learning control, adaptive control, nonlinear systems, and related fields.
Del 1 - Intelligent Control and Learning Systems
Discrete-Time Adaptive Iterative Learning Control
From Model-Based to Data-Driven
AvRonghu Chi,Na Linm. fl.
Häftad, Engelska, 2023
1 445 kr
Skickas inom 10-15 vardagar
This book belongs to the subject of control and systems theory. The discrete-time adaptive iterative learning control (DAILC) is discussed as a cutting-edge of ILC and can address random initial states, iteration-varying targets, and other non-repetitive uncertainties in practical applications. This book begins with the design and analysis of model-based DAILC methods by referencing the tools used in the discrete-time adaptive control theory. To overcome the extreme difficulties in modeling a complex system, the data-driven DAILC methods are further discussed by building a linear parametric data mapping between two consecutive iterations. Other significant improvements and extensions of the model-based/data-driven DAILC are also studied to facilitate broader applications. The readers can learn the recent progress on DAILC with consideration of various applications. This book is intended for academic scholars, engineers and graduate students who are interested in learning control, adaptive control, nonlinear systems, and related fields.
Del 4 - Intelligent Control and Learning Systems
Complex-Valued Neural Networks Systems with Time Delay
Stability Analysis and (Anti-)Synchronization Control
AvZiye Zhang,Zhen Wangm. fl.
Inbunden, Engelska, 2022
1 556 kr
Skickas inom 10-15 vardagar
This book provides up-to-date developments in the stability analysis and (anti-)synchronization control area for complex-valued neural networks systems with time delay. It brings out the characteristic systematism in them and points out further insight to solve relevant problems. It presents a comprehensive, up-to-date, and detailed treatment of dynamical behaviors including stability analysis and (anti-)synchronization control. The materials included in the book are mainly based on the recent research work carried on by the authors in this domain.The book is a useful reference for all those from senior undergraduates, graduate students, to senior researchers interested in or working with control theory, applied mathematics, system analysis and integration, automation, nonlinear science, computer and other related fields, especially those relevant scientific and technical workers in the research of complex-valued neural network systems, dynamic systems, and intelligent control theory.
Del 4 - Intelligent Control and Learning Systems
Complex-Valued Neural Networks Systems with Time Delay
Stability Analysis and (Anti-)Synchronization Control
AvZiye Zhang,Zhen Wangm. fl.
Häftad, Engelska, 2023
1 556 kr
Skickas inom 10-15 vardagar
This book provides up-to-date developments in the stability analysis and (anti-)synchronization control area for complex-valued neural networks systems with time delay. It brings out the characteristic systematism in them and points out further insight to solve relevant problems. It presents a comprehensive, up-to-date, and detailed treatment of dynamical behaviors including stability analysis and (anti-)synchronization control. The materials included in the book are mainly based on the recent research work carried on by the authors in this domain.The book is a useful reference for all those from senior undergraduates, graduate students, to senior researchers interested in or working with control theory, applied mathematics, system analysis and integration, automation, nonlinear science, computer and other related fields, especially those relevant scientific and technical workers in the research of complex-valued neural network systems, dynamic systems, and intelligent control theory.
Del 5 - Intelligent Control and Learning Systems
Disagreement Behavior Analysis of Signed Networks
AvDeyuan Meng,Mingjun Dum. fl.
Inbunden, Engelska, 2022
1 445 kr
Skickas inom 10-15 vardagar
This book investigates the disagreement behavior analysis problems for signed networks in the presence of both cooperative and antagonistic interactions among agents. Owing to the existing antagonistic interactions, signed networks exhibit a variety of disagreement behaviors subject to different topology conditions, especially in comparison with commonly considered unsigned networks involving only cooperative interactions among agents. Since signed networks are generally adopted to describe the dynamics of some practical network systems, they have attracted much attention in many areas, such as biology, sociology, economics, and politics. By focusing on agents with the first-order linear dynamics, the book establishes the systematic behavior analysis frameworks for signed networks, under which diverse disagreement behaviors have been disclosed, including both convergence and fluctuation behaviors, regardless of static or dynamic network topologies. In particular, a class of dynamic signed networks has been introduced, together with the associated dynamic distributed controller design and disagreement behavior analysis of agents. This book is intended for undergraduate and graduate students, engineers, and researchers who are interested in control of network systems, multi-agent systems, social networks, and so on.
Del 5 - Intelligent Control and Learning Systems
Disagreement Behavior Analysis of Signed Networks
AvDeyuan Meng,Mingjun Dum. fl.
Häftad, Engelska, 2023
1 445 kr
Skickas inom 10-15 vardagar
This book investigates the disagreement behavior analysis problems for signed networks in the presence of both cooperative and antagonistic interactions among agents. Owing to the existing antagonistic interactions, signed networks exhibit a variety of disagreement behaviors subject to different topology conditions, especially in comparison with commonly considered unsigned networks involving only cooperative interactions among agents. Since signed networks are generally adopted to describe the dynamics of some practical network systems, they have attracted much attention in many areas, such as biology, sociology, economics, and politics. By focusing on agents with the first-order linear dynamics, the book establishes the systematic behavior analysis frameworks for signed networks, under which diverse disagreement behaviors have been disclosed, including both convergence and fluctuation behaviors, regardless of static or dynamic network topologies. In particular, a class of dynamic signed networks has been introduced, together with the associated dynamic distributed controller design and disagreement behavior analysis of agents. This book is intended for undergraduate and graduate students, engineers, and researchers who are interested in control of network systems, multi-agent systems, social networks, and so on.
Del 2 - Intelligent Control and Learning Systems
Data-Driven Iterative Learning Control for Discrete-Time Systems
AvRonghu Chi,Yu Huim. fl.
Inbunden, Engelska, 2022
1 667 kr
Skickas inom 10-15 vardagar
This book belongs to the subject of control and systems theory. It studies a novel data-driven framework for the design and analysis of iterative learning control (ILC) for nonlinear discrete-time systems. A series of iterative dynamic linearization methods is discussed firstly to build a linear data mapping with respect of the system’s output and input between two consecutive iterations. On this basis, this work presents a series of data-driven ILC (DDILC) approaches with rigorous analysis. After that, this work also conducts significant extensions to the cases with incomplete data information, specified point tracking, higher order law, system constraint, nonrepetitive uncertainty, and event-triggered strategy to facilitate the real applications. The readers can learn the recent progress on DDILC for complex systems in practical applications. This book is intended for academic scholars, engineers, and graduate students who are interested in learning control, adaptive control, nonlinear systems, and related fields.
Del 2 - Intelligent Control and Learning Systems
Data-Driven Iterative Learning Control for Discrete-Time Systems
AvRonghu Chi,Yu Huim. fl.
Häftad, Engelska, 2023
1 667 kr
Skickas inom 10-15 vardagar
This book belongs to the subject of control and systems theory. It studies a novel data-driven framework for the design and analysis of iterative learning control (ILC) for nonlinear discrete-time systems. A series of iterative dynamic linearization methods is discussed firstly to build a linear data mapping with respect of the system’s output and input between two consecutive iterations. On this basis, this work presents a series of data-driven ILC (DDILC) approaches with rigorous analysis. After that, this work also conducts significant extensions to the cases with incomplete data information, specified point tracking, higher order law, system constraint, nonrepetitive uncertainty, and event-triggered strategy to facilitate the real applications. The readers can learn the recent progress on DDILC for complex systems in practical applications. This book is intended for academic scholars, engineers, and graduate students who are interested in learning control, adaptive control, nonlinear systems, and related fields.
Del 6 - Intelligent Control and Learning Systems
Advanced Optimal Control and Applications Involving Critic Intelligence
AvDing Wang,Mingming Ham. fl.
Inbunden, Engelska, 2023
1 667 kr
Skickas inom 10-15 vardagar
This book intends to report new optimal control results with critic intelligence for complex discrete-time systems, which covers the novel control theory, advanced control methods, and typical applications for wastewater treatment systems. Therein, combining with artificial intelligence techniques, such as neural networks and reinforcement learning, the novel intelligent critic control theory as well as a series of advanced optimal regulation and trajectory tracking strategies are established for discrete-time nonlinear systems, followed by application verifications to complex wastewater treatment processes. Consequently, developing such kind of critic intelligence approaches is of great significance for nonlinear optimization and wastewater recycling. The book is likely to be of interest to researchers and practitioners as well as graduate students in automation, computer science, and process industry who wish to learn core principles, methods, algorithms, and applications in the field of intelligent optimal control. It is beneficial to promote the development of intelligent optimal control approaches and the construction of high-level intelligent systems.
Del 6 - Intelligent Control and Learning Systems
Advanced Optimal Control and Applications Involving Critic Intelligence
AvDing Wang,Mingming Ham. fl.
Häftad, Engelska, 2024
1 667 kr
Skickas inom 10-15 vardagar
This book intends to report new optimal control results with critic intelligence for complex discrete-time systems, which covers the novel control theory, advanced control methods, and typical applications for wastewater treatment systems. Therein, combining with artificial intelligence techniques, such as neural networks and reinforcement learning, the novel intelligent critic control theory as well as a series of advanced optimal regulation and trajectory tracking strategies are established for discrete-time nonlinear systems, followed by application verifications to complex wastewater treatment processes. Consequently, developing such kind of critic intelligence approaches is of great significance for nonlinear optimization and wastewater recycling. The book is likely to be of interest to researchers and practitioners as well as graduate students in automation, computer science, and process industry who wish to learn core principles, methods, algorithms, and applications in the field of intelligent optimal control. It is beneficial to promote the development of intelligent optimal control approaches and the construction of high-level intelligent systems.
Del 7 - Intelligent Control and Learning Systems
Strict-Feedback Nonlinear Systems
Gain Control Design
AvXianfu Zhang
Inbunden, Engelska, 2023
1 556 kr
Skickas inom 10-15 vardagar
This book describes the research progress of the control design about strict-feedback nonlinear systems. A novel gain control design method is proposed, which greatly simplifies the construction procedure of controller for strict-feedback nonlinear systems. The control design problem of strict-feedback nonlinear systems is converted into the determination problem of gain parameters or the construction of dynamic gain equations. Therefore, the tedious iterative design procedure is effectively avoided. This book can be used as a reference for researchers in the field of control theory and engineers seeking advanced methods in practical control applications.
Del 7 - Intelligent Control and Learning Systems
Strict-Feedback Nonlinear Systems
Gain Control Design
AvXianfu Zhang
Häftad, Engelska, 2024
1 556 kr
Skickas inom 10-15 vardagar
This book describes the research progress of the control design about strict-feedback nonlinear systems. A novel gain control design method is proposed, which greatly simplifies the construction procedure of controller for strict-feedback nonlinear systems. The control design problem of strict-feedback nonlinear systems is converted into the determination problem of gain parameters or the construction of dynamic gain equations. Therefore, the tedious iterative design procedure is effectively avoided. This book can be used as a reference for researchers in the field of control theory and engineers seeking advanced methods in practical control applications.
Del 8 - Intelligent Control and Learning Systems
Predictive Learning Control for Unknown Nonaffine Nonlinear Systems
Theory and Applications
AvQiongxia Yu,Ting Leim. fl.
Inbunden, Engelska, 2023
1 556 kr
Skickas inom 10-15 vardagar
This book investigates both theory and various applications of predictive learning control (PLC) which is an advanced technology for complex nonlinear systems. To avoid the difficult modeling problem for complex nonlinear systems, this book begins with the design and theoretical analysis of PLC method without using mechanism model information of the system, and then a series of PLC methods is designed that can cope with system constraints, varying trial lengths, unknown time delay, and available and unavailable system states sequentially. Applications of the PLC on both railway and urban road transportation systems are also studied. The book is intended for researchers, engineers, and graduate students who are interested in predictive control, learning control, intelligent transportation systems and related fields.
Del 8 - Intelligent Control and Learning Systems
Predictive Learning Control for Unknown Nonaffine Nonlinear Systems
Theory and Applications
AvQiongxia Yu,Ting Leim. fl.
Häftad, Engelska, 2024
1 556 kr
Skickas inom 10-15 vardagar
This book investigates both theory and various applications of predictive learning control (PLC) which is an advanced technology for complex nonlinear systems. To avoid the difficult modeling problem for complex nonlinear systems, this book begins with the design and theoretical analysis of PLC method without using mechanism model information of the system, and then a series of PLC methods is designed that can cope with system constraints, varying trial lengths, unknown time delay, and available and unavailable system states sequentially. Applications of the PLC on both railway and urban road transportation systems are also studied. The book is intended for researchers, engineers, and graduate students who are interested in predictive control, learning control, intelligent transportation systems and related fields.
Fault-Tolerant Control of Switched Distributed Parameter Systems
AvYacun Guan,Hao Yangm. fl.
Inbunden, Engelska, 2026
1 476 kr
Kommande
This book provides the first systematic treatment of fault-tolerant control for switched distributed parameter systems—a class of systems in which switching simultaneously alters generator domains, boundary conditions, and state spaces, creating challenges with no finite-dimensional counterpart.Beginning with structural analysis, the book characterizes controllability via an operator-valued Gramian and establishes a quantitative fault-recoverability criterion. It then constructs optimal switching-law compensators for discrete faults and boundary controllers for switched parabolic and hyperbolic PDEs against continuous faults. The theory is extended to multi-agent coordination through spatial continualization, with applications to formation deployment and cluster-level path planning on Riemannian manifolds. Illustrative examples from traffic networks, chemical reactors, and autonomous swarms ground the developments throughout.Readers gain an operator-theoretic toolkit readily transferable to their own switched PDE or networked multi-agent problems. The book is intended for graduate students and researchers in control theory, applied mathematics, and distributed parameter systems, as well as engineers in safety-critical processes and autonomous platforms.
Del 23 - Intelligent Control and Learning Systems
Robust Adaptive Control of Nonlinear Interconnected Systems with Input Nonlinearities and Faults
AvQikun Shen,Jiyu Zhum. fl.
Inbunden, Engelska, 2026
1 556 kr
Skickas inom 10-15 vardagar
This book provides recent theoretical results and applications of the fault-tolerant control for the nonlinear interconnected systems with input nonlinearities. Combining adaptive control technique and fuzzy logic systems with other control approaches or techniques, it investigates the fault-tolerant control problem of the nonlinear interconnected systems, and constructs fault-tolerant control schemes. It intends to provide the readers a good understanding on adaptive fault-tolerant control of the nonlinear interconnected systems with input nonlinearities. This book can serve as a reference for the main research issues and results on nonlinear interconnected systems with input nonlinearities for researchers devoting to various areas of fault-tolerant control theory, as well as a material for graduate and undergraduate students interested in nonlinear system control, especially fault-tolerant control, and their applications. Some prerequisites for reading this book include nonlinear system theory, knowledge and theory related to algebraic geometry, and so on.
Del 10 - Intelligent Control and Learning Systems
Kernel Methods for Omics Data Mining
Theory and Applications
AvHao Jiang,Wai-Ki Ching
Inbunden, Engelska, 2026
1 418 kr
Skickas inom 5-8 vardagar
This book provides a new perspective on omics data modelling and analysis in bioinformatics area. Taking into consideration on the high-dimensionality and nonlinearity properties in omics data, the book detangles nonlinearity of data through novel perspectives of matrix optimization. Through integration of machine learning frameworks, various novel techniques are proposed to deal with the complexity of omics data analysis. Intuitive examples and illustrations are provided to help readers for understanding the key idea and general procedures in omics data analysis. This book is intended for academic scholars and practitioners who are interested in learning, computational biology, optimization and related fields. The graduate students in the above field can also benefit from this book.
Del 24 - Intelligent Control and Learning Systems
Data-Driven Spatiotemporal Modeling and Control of Nonlinear Distributed Parameter Systems and Their Applications
AvBowen Xu,Xinjiang Lu
Inbunden, Engelska, 2026
1 777 kr
Skickas inom 10-15 vardagar
This book provides a systematic overview and classification on modeling and control of different types of Distributed Parameter Systems (DPSs), and develops new methods to tackle some of these unsolved problems, facilitating a better understanding of DPSs and providing references for practical problem-solving in the relevant fields. All these methods presented in this book are verified by specific scenarios. It is worth mentioning that in the context of disciplinary integration and artificial intelligence, the research ideas, methods and models in this book can be further integrated and developed. From application perspectives, they can also extend from traditional mechanical, electrical, and chemical fields to emerging fields of new energy, new materials, and multimodal information. Under the background of disciplinary integration and the development of artificial intelligence, the book will be beneficial to undergraduate and postgraduate students in interdisciplinary disciplines including manufacturing engineering, mechanical engineering, electrical engineering, computer engineering, and control engineering, etc. It is also intended for researchers and practical users in the fields of nonlinear dynamics, spatiotemporal modeling and intelligent control.
Nyhet
Del 25 - Intelligent Control and Learning Systems
Constrained Cooperation: Event-Triggered and Intelligent Backstepping Control for Nonlinear Multiagent Systems
Balancing Performance, Communication, and Computation
AvLiang Cao,Yingnan Panm. fl.
Inbunden, Engelska, 2026
1 667 kr
Skickas inom 10-15 vardagar
Integrating the adaptive learning control, backstepping technology, and event-triggered mechanism, this book solve the problems of the strong nonlinearity, complex constraints and uncertainties that traditional methods cannot handle. This book breaks through the traditional control's reliance on mathematical model accuracy, providing more robust solutions for engineering scenarios such as unmanned systems and smart grids. This book provides a comprehensive constraint control theoretical framework for nonlinear multiagent systems, which provides modular design ideas for readers to flexibly apply. We provide the comparison tables to present the performance differences in convergence speed, robustness, and other indicators between traditional methods and methods in this book. This book shows how to integrate classic control with modern intelligent technologies such as adaptive learning and event-triggered, providing interdisciplinary ideas for readers to solve complex system problems. Studies on event-triggered control and constrain control have attracted academic researchers an engineers from various disciplines, such as electrical, computer science, mathematics,physics, and mechanical.The target audience of this book includes graduate students in artificial intelligence and related fields, technology workers in the field of intelligent control, and academic researchers interested in collaborative control of multiagent systems, event-triggered control, and constraint control.
Del 26 - Intelligent Control and Learning Systems
Set Theory-Based Spacecraft Dynamics and Control
AvChen Yang,Yuanqing Xia
Inbunden, Engelska, 2026
1 888 kr
Skickas inom 10-15 vardagar
This book presents a unified set theory-based framework for spacecraft dynamics and control under multi-source uncertainties and data-sparse conditions. First, it develops reduced-order modeling techniques for high-dimensional spacecraft dynamics by introducing interval and convex set-based uncertainty descriptions, enabling efficient model reduction while rigorously quantifying unknown-but-bounded uncertainties without reliance on large-sample statistical assumptions. Second, the book addresses spacecraft attitude determination, attitude dynamics and control problems under uncertainty, establishing interval and convex set-based formulations for attitude dynamics and different control methods, including optimal control, sliding mode control, and periodic control, and systematically integrating non-probabilistic time-dependent reliability analysis into the dynamics and control design process to simultaneously account for performance and safety requirements. Finally, the proposed methodologies are extended to rigid–flexible coupling spacecraft, where attitude motion and structural vibration interact under uncertain conditions, and set theory-based spacecraft dynamics, optimal control and bounded model predictive control strategies are developed to achieve coordinated attitude–vibration suppression with guaranteed reliability and computational efficiency. Overall, the book provides a systematic methodology that links uncertainty dynamics, control synthesis, and reliability-based design optimization, offering both solid theoretical foundations and practical tools for the dynamics and control of advanced spacecraft operating in uncertain and data-limited environments.
Del 16 - Intelligent Control and Learning Systems
Intelligent Control of Nonlinear Systems and Nonlinear Multi-Agent Systems with Complex Constraints
Unveiling Cutting-Edge Research and Insights
AvHongru Ren,Hui Mam. fl.
Inbunden, Engelska, 2025
1 556 kr
Skickas inom 10-15 vardagar
This book proposes an integrated design method for intelligent adaptive controllers to overcome the negative effects of various constraints on nonlinear systems and nonlinear multiagent systems in practical applications. The book rigorously provides problem analysis, controller design, and stability theory. In addition, numerous simulation examples are given to demonstrate the validity of the corresponding intelligent control methods, and the simulation results are illustrated in detail with graphs and tables. The methods proposed in this book eliminate some limitations of existing control methods in nonlinear systems and nonlinear multiagent systems with complex constraints and broaden the practical applications of intelligent control methods in industrial automation.
Del 16 - Intelligent Control and Learning Systems
Intelligent Control of Nonlinear Systems and Nonlinear Multi-Agent Systems with Complex Constraints
Unveiling Cutting-Edge Research and Insights
AvHongru Ren,Hui Mam. fl.
Häftad, Engelska, 2026
1 556 kr
Skickas inom 10-15 vardagar
This book proposes an integrated design method for intelligent adaptive controllers to overcome the negative effects of various constraints on nonlinear systems and nonlinear multiagent systems in practical applications. The book rigorously provides problem analysis, controller design, and stability theory. In addition, numerous simulation examples are given to demonstrate the validity of the corresponding intelligent control methods, and the simulation results are illustrated in detail with graphs and tables. The methods proposed in this book eliminate some limitations of existing control methods in nonlinear systems and nonlinear multiagent systems with complex constraints and broaden the practical applications of intelligent control methods in industrial automation.
Del 17 - Intelligent Control and Learning Systems
Finite-Time Control of Networked Systems
AvXinsong Yang,Yaping Sunm. fl.
Inbunden, Engelska, 2025
1 888 kr
Skickas inom 10-15 vardagar
This book mainly provides recent advances in finite-time and fixed-time control issues for complex networks and neural networks. It is well known that finite-time techniques have more advantages over asymptotical ones. Besides fast convergence rates, finite-time techniques have better robustness and disturbance rejection properties. However, it is challenging to deal with time delay in studying finite-time control. For readers’ easy understanding, the finite-time control issue for systems with and without time delays is separately introduced in this book. Moreover, the issues of finite-time and fixed-time control for differential equations with discontinuous states on the right-hand side are also considered. Many interesting results concerning finite-time and fixed-time synchronization are provided in the form of lemmas, theorems, or corollaries, accompanied by systematic theoretical analysis for the proof of their sufficient conditions, controller design, and new analysis techniques. Each new result is verified by at least one numerical example with detailed data analysis. Therefore, this book is an advantageous tool and is beneficial for interested experts and scholars in the control field.
Del 17 - Intelligent Control and Learning Systems
Finite-Time Control of Networked Systems
AvXinsong Yang,Yaping Sunm. fl.
Häftad, Engelska, 2026
1 888 kr
Skickas inom 10-15 vardagar
This book mainly provides recent advances in finite-time and fixed-time control issues for complex networks and neural networks. It is well known that finite-time techniques have more advantages over asymptotical ones. Besides fast convergence rates, finite-time techniques have better robustness and disturbance rejection properties. However, it is challenging to deal with time delay in studying finite-time control. For readers’ easy understanding, the finite-time control issue for systems with and without time delays is separately introduced in this book. Moreover, the issues of finite-time and fixed-time control for differential equations with discontinuous states on the right-hand side are also considered. Many interesting results concerning finite-time and fixed-time synchronization are provided in the form of lemmas, theorems, or corollaries, accompanied by systematic theoretical analysis for the proof of their sufficient conditions, controller design, and new analysis techniques. Each new result is verified by at least one numerical example with detailed data analysis. Therefore, this book is an advantageous tool and is beneficial for interested experts and scholars in the control field.
Del 19 - Intelligent Control and Learning Systems
Analysis and Design of Delayed Neural Networks
AvXin Wang,Yu Xuem. fl.
Inbunden, Engelska, 2025
1 777 kr
Skickas inom 10-15 vardagar
This book provides a direct method based on system solutions to address the problems related to the analysis and control of delayed neural networks. The method proposed in this book is important for the following reasons: It does not involve the construct of any Lyapunov-Krasovskii functional (LKF), which overcomes the difficulty in constructing an appropriate and effective LKF; It can provide more simpler sufficient conditions, and hence it possesses less computational complexity; It can result in delay-dependent global exponential stability criteria that can used to give the decay rate estimation of the state; It is suitable for analysis and design problems of most system models with (multiple) delays after a small modification. The book is divided into 11 chapters, and focuses on the analysis and design problems related to delayed neural networks. It is written for graduate students and research level mathematicians and is suitable for postgraduates or as a reference.
Del 19 - Intelligent Control and Learning Systems
Analysis and Design of Delayed Neural Networks
AvXin Wang,Yu Xuem. fl.
Häftad, Engelska, 2026
1 777 kr
Skickas inom 10-15 vardagar
This book provides a direct method based on system solutions to address the problems related to the analysis and control of delayed neural networks. The method proposed in this book is important for the following reasons: It does not involve the construct of any Lyapunov-Krasovskii functional (LKF), which overcomes the difficulty in constructing an appropriate and effective LKF; It can provide more simpler sufficient conditions, and hence it possesses less computational complexity; It can result in delay-dependent global exponential stability criteria that can used to give the decay rate estimation of the state; It is suitable for analysis and design problems of most system models with (multiple) delays after a small modification. The book is divided into 11 chapters, and focuses on the analysis and design problems related to delayed neural networks. It is written for graduate students and research level mathematicians and is suitable for postgraduates or as a reference.
Fault Diagnosis and Fault-Tolerant Control of Nonlinear Systems with Higher System Input Powers
AvQikun Shen,Dezhi Xu
Inbunden, Engelska, 2025
1 667 kr
Skickas inom 10-15 vardagar
This book provides recent theoretical results and applications of the fault diagnosis and fault-tolerant control for the nonlinear systems with higher input powers. Combining adaptive control technique, fuzzy logic systems, neural networks, Observer-based methods with the other control technique or approaches, this book investigates the fault diagnosis and fault-tolerant control problem of the nonlinear systems with higher input powers and proposes the corresponding diagnostic mechanisms, Fault estimation algorithm and fault-tolerant control schemes. This book intends to provide the readers a good understanding on fault diagnosis and fault-tolerant control of the nonlinear systems with higher input powers based on adaptive control technology. This book can serve as a reference for the main research issues and results on nonlinear systems with higher input powers for researchers devoting to various areas of fault-tolerant control theory, as well as a material for graduate and undergraduate students interested in nonlinear system control, especially fault diagnosis and fault-tolerant control, and their applications. Some prerequisites for reading this book include nonlinear system theory, matrix theory, mathematics, basic graph theory, and so on.
Del 20 - Intelligent Control and Learning Systems
Fault Diagnosis and Fault-Tolerant Control of Nonlinear Systems with Higher System Input Powers
AvQikun Shen,Dezhi Xu
Häftad, Engelska, 2026
1 667 kr
Skickas inom 10-15 vardagar
This book provides recent theoretical results and applications of the fault diagnosis and fault-tolerant control for the nonlinear systems with higher input powers. Combining adaptive control technique, fuzzy logic systems, neural networks, Observer-based methods with the other control technique or approaches, this book investigates the fault diagnosis and fault-tolerant control problem of the nonlinear systems with higher input powers and proposes the corresponding diagnostic mechanisms, Fault estimation algorithm and fault-tolerant control schemes. This book intends to provide the readers a good understanding on fault diagnosis and fault-tolerant control of the nonlinear systems with higher input powers based on adaptive control technology. This book can serve as a reference for the main research issues and results on nonlinear systems with higher input powers for researchers devoting to various areas of fault-tolerant control theory, as well as a material for graduate and undergraduate students interested in nonlinear system control, especially fault diagnosis and fault-tolerant control, and their applications. Some prerequisites for reading this book include nonlinear system theory, matrix theory, mathematics, basic graph theory, and so on.
Del 18 - Intelligent Control and Learning Systems
Variance-Constrained Filtering for Stochastic Complex Systems
Theories and Algorithms
AvJun Hu,Zidong Wangm. fl.
Inbunden, Engelska, 2025
1 888 kr
Skickas inom 10-15 vardagar
This book is concerned with the variance-constrained optimized filtering problems and their potential applications for nonlinear time-varying dynamical systems. The distinguished features of this book are highlighted as follows.(1) A unified framework is provided for handling the variance-constrained filtering problems of nonlinear time-varying dynamical systems with incomplete information.(2) The application potentials of variance-constrained optimized filtering in networked time-varying dynamical systems are outlined. It contains some new concepts, new models and new methodologies with practical significance in control engineering and signal processing.It is a collection of several research results and thereby serves as a useful reference for upper undergraduate, postgraduate and engineers who are interested in studying (i) the variance-constrained filtering, (ii) recent advances affected by incomplete information and (iii) potential applications in practical engineering systems.

Intelligent Control and Learning Systems – serie

Data-Driven Fault Detection and Reasoning for Industrial Monitoring

Discrete-Time Adaptive Iterative Learning Control

Discrete-Time Adaptive Iterative Learning Control

Complex-Valued Neural Networks Systems with Time Delay

Complex-Valued Neural Networks Systems with Time Delay

Disagreement Behavior Analysis of Signed Networks

Disagreement Behavior Analysis of Signed Networks

Data-Driven Iterative Learning Control for Discrete-Time Systems

Data-Driven Iterative Learning Control for Discrete-Time Systems

Advanced Optimal Control and Applications Involving Critic Intelligence

Advanced Optimal Control and Applications Involving Critic Intelligence

Strict-Feedback Nonlinear Systems

Strict-Feedback Nonlinear Systems

Predictive Learning Control for Unknown Nonaffine Nonlinear Systems

Predictive Learning Control for Unknown Nonaffine Nonlinear Systems

Fault-Tolerant Control of Switched Distributed Parameter Systems

Robust Adaptive Control of Nonlinear Interconnected Systems with Input Nonlinearities and Faults

Kernel Methods for Omics Data Mining

Data-Driven Spatiotemporal Modeling and Control of Nonlinear Distributed Parameter Systems and Their Applications

Constrained Cooperation: Event-Triggered and Intelligent Backstepping Control for Nonlinear Multiagent Systems

Set Theory-Based Spacecraft Dynamics and Control

Intelligent Control of Nonlinear Systems and Nonlinear Multi-Agent Systems with Complex Constraints

Intelligent Control of Nonlinear Systems and Nonlinear Multi-Agent Systems with Complex Constraints

Finite-Time Control of Networked Systems

Finite-Time Control of Networked Systems

Analysis and Design of Delayed Neural Networks

Analysis and Design of Delayed Neural Networks

Fault Diagnosis and Fault-Tolerant Control of Nonlinear Systems with Higher System Input Powers

Fault Diagnosis and Fault-Tolerant Control of Nonlinear Systems with Higher System Input Powers

Variance-Constrained Filtering for Stochastic Complex Systems