Modern Control Theory
Modern Control Theory
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DOI：
10.1007/3-540-28087-1
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发表时间：
2014
期刊：
影响因子：
--
通讯作者：
A. Prakash
中科院分区：
文献类型：
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作者：
A. Prakash
这本书的主要目的是对现代控制理论的基本和高级问题、方法和算法进行统一、系统的描述，这些问题、方法和算法被认为是计算机控制和管理系统设计的基础。这本书的范围与经典的传统控制理论的主题有很大的不同，主要是面向工艺设备和工艺过程的自动控制的需要。考虑到各种新的应用，该书提供了一个紧凑和统一的描述，包含控制系统的传统分析和优化问题，以及具有不确定性的非概率模型的控制问题，学习、智能、基于知识的和操作系统的问题-对于在制造过程控制、项目管理和计算机系统控制中的应用非常重要。在这本书的统一框架中，包括了基于作者关于不确定和智能的基于知识的控制系统、不确定变量的应用和复杂操作的控制的工作的原创思想和结果。这本书中介绍的材料是自成一体的。使用文本不需要任何关于控制科学的更早的知识。演讲只需要线性代数、微分方程式和概率论的基本知识。我希望这本书能对学生、搜索和所有在控制和信息科学与工程领域工作的读者有所帮助。
The main aim of this book is to present a unified, systematic description of basic and advanced problems, methods and algorithms of the modern c-trol theory considered as a foundation for the design of computer control and management systems. The scope of the book differs considerably from the topics of classical traditional control theory mainly oriented to the needs of automatic control of technical devices and technological pr-esses. Taking into account a variety of new applications, the book presents a compact and uniform description containing traditional analysis and-timization problems for control systems as well as control problems with non-probabilistic models of uncertainty, problems of learning, intelligent, knowledge-based and operation systems–important for applications in the control of manufacturing processes, in the project management and in the control of computer systems. Into the uniform framework of the book, original ideas and results based on the author’s works concerning uncertain and intelligent knowledge-based control systems, applications of uncertain variables and the control of complexes of operations have been included. The material presented in the book is self-contained. Using the text does not require any earlier knowledge on the control science. The presentation requires only a basic knowledge of linear algebra, differential equations and probability theory. I hope that the book can be useful for students,-searches and all readers working in the field of control and information science and engineering.