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书籍 Feedback Control Theory

Striking developments have taken place since 1980 in feedback control theory. The subject has be- come both more rigorous and more applicable. The rigor is not for its own sake, but rather that even in an engineering discipline rigor can lead to clarity and to methodical solutions to problems. The a ...
https://www.eeworm.com/dl/522454.html
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书籍 Introduction_to_Dynamic_Systems

This book  is  an outgrowth of a course developed at Stanford University over the past  five  years. It  is  suitable as a self-contained textbook for second-level undergraduates  or  for first-level graduate students in almost every field that employs quantit ...
https://www.eeworm.com/dl/522461.html
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书籍 Linear_Matrix_Inequalities_in_System

The basic topic of this book is solving problems from system and control theory using convex optimization. We show that a wide variety of problems arising in system and control theory can be reduced to a handful of standard convex and quasiconvex optimization problems that involve matrix inequalitie ...
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书籍 MultivariableControlSystems

This introductory chapter is devoted to reviewing the fundamental ideas of control from a multivariable point of view. In some cases, the mathematics and operations on systems (modelling, pole placement, etc.), as previously treated in introductory courses and textbooks, convey to the readers an un- ...
https://www.eeworm.com/dl/522466.html
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书籍 Artificial+Intelligence+in+Power+System

n recent years, there have been many books published on power system optimization. Most of these books do not cover applications of artifi cial intelligence based methods. Moreover, with the recent increase of artifi cial intelligence applications in various fi elds, it is becoming a new trend in so ...
https://www.eeworm.com/dl/522488.html
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书籍 Auto-Machine-Learning-Methods-Systems-Challenges

The past decade has seen an explosion of machine learning research and appli- cations; especially, deep learning methods have enabled key advances in many applicationdomains,suchas computervision,speechprocessing,andgameplaying. However, the performance of many machine learning methods is very sensi ...
https://www.eeworm.com/dl/522489.html
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书籍 Bishop-Pattern-Recognition-and-Machine-Learning

Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have g ...
https://www.eeworm.com/dl/522492.html
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书籍 Foundations of Data Science

Computer science as an academic discipline began in the 1960’s. Emphasis was on programming languages, compilers, operating systems, and the mathematical theory that supported these areas. Courses in theoretical computer science covered finite automata, regular expressions, context-free languages, ...
https://www.eeworm.com/dl/522504.html
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书籍 Foundations+of+Machine+Learning+2nd

This book is a general introduction to machine learning that can serve as a reference book for researchers and a textbook for students. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of al ...
https://www.eeworm.com/dl/522505.html
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书籍 Machine Learning Healthcare Technologies

Much has been written concerning the manner in which healthcare is changing, with a particular emphasis on how very large quantities of data are now being routinely collected during the routine care of patients. The use of machine learning meth- ods to turn these ever-growing quantities of data into ...
https://www.eeworm.com/dl/522512.html
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