Rafik Aziz Aliev's Books

Soft Computing And Its Applications

By: Rafik Aziz Aliev,Rashad Rafig Aliyev

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Soft Computing And Its Applications

By: Rafik Aziz Aliev,Rashad Rafig Aliyev

The concept of soft computing is still in its initial stages of crystallization. Presently available books on soft computing are merely collections of chapters or articles about different aspects of the field. This book is the first to provide a systematic account of the major concepts and methodologies of soft computing, presenting a unified framework that makes the subject more accessible to students and practitioners. Particularly worthy of note is the inclusion of a wealth of information about neuro-fuzzy, neuro-genetic, fuzzy-genetic and neuro-fuzzy-genetic systems, with many illuminating applications and examples.

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463

Publisher

World Scientific Publishing Company

Published Date

ISBN 10

9813105879

ISBN 13

9789813105874

Arithmetic Of Z-numbers, The: Theory And Applications

By: Rafik Aziz Aliev,Akif Alizadeh,Rashad Rafig Aliyev,Oleg H Huseynov

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Arithmetic Of Z-numbers, The: Theory And Applications

By: Rafik Aziz Aliev,Akif Alizadeh,Rashad Rafig Aliyev,Oleg H Huseynov

Real-world information is imperfect and is usually described in natural language (NL). Moreover, this information is often partially reliable and a degree of reliability is also expressed in NL. In view of this, the concept of a Z-number is a more adequate concept for the description of real-world information. The main critical problem that naturally arises in processing Z-numbers-based information is the computation with Z-numbers. Nowadays, there is no arithmetic of Z-numbers suggested in existing literature.This book is the first to present a comprehensive and self-contained theory of Z-arithmetic and its applications. Many of the concepts and techniques described in the book, with carefully worked-out examples, are original and appear in the literature for the first time.The book will be helpful for professionals, academics, managers and graduate students in fuzzy logic, decision sciences, artificial intelligence, mathematical economics, and computational economics.

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Page Count

316

Publisher

World Scientific

Published Date

ISBN 10

981467530X

ISBN 13

9789814675307

Fundamentals of the Fuzzy Logic-Based Generalized Theory of Decisions

By: Rafik Aziz Aliev

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Fundamentals of the Fuzzy Logic-Based Generalized Theory of Decisions

By: Rafik Aziz Aliev

Every day decision making and decision making in complex human-centric systems are characterized by imperfect decision-relevant information. Main drawback of the existing decision theories is namely incapability to deal with imperfect information and modeling vague preferences. Actually, a paradigm of non-numerical probabilities in decision making has a long history and arose also in Keynes’s analysis of uncertainty. There is a need for further generalization – a move to decision theories with perception-based imperfect information described in NL. The languages of new decision models for human-centric systems should be not languages based on binary logic but human-centric computational schemes able to operate on NL-described information. Development of new theories is now possible due to an increased computational power of information processing systems which allows for computations with imperfect information, particularly, imprecise and partially true information, which are much more complex than computations over numbers and probabilities. The monograph exposes the foundations of a new decision theory with imperfect decision-relevant information on environment and a decision maker’s behavior. This theory is based on the synthesis of the fuzzy sets theory with perception-based information and the probability theory. The book is self containing and represents in a systematic way the decision theory with imperfect information into the educational systems. The book will be helpful for teachers and students of universities and colleges, for managers and specialists from various fields of business and economics, production and social sphere.

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332

Publisher

Springer

Published Date

ISBN 10

3642348955

ISBN 13

9783642348952

Decision Theory With Imperfect Information

By: Aliev Rafig Aziz,Huseynov Oleg H

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Decision Theory With Imperfect Information

By: Aliev Rafig Aziz,Huseynov Oleg H

Every day decision making in complex human-centric systems are characterized by imperfect decision-relevant information. The principal problems with the existing decision theories are that they do not have capability to deal with situations in which probabilities and events are imprecise. In this book, we describe a new theory of decision making with imperfect information. The aim is to shift the foundation of decision analysis and economic behavior from the realm bivalent logic to the realm fuzzy logic and Z-restriction, from external modeling of behavioral decisions to the framework of combined states.This book will be helpful for professionals, academics, managers and graduate students in fuzzy logic, decision sciences, artificial intelligence, mathematical economics, and computational economics.

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Page Count

468

Publisher

World Scientific

Published Date

ISBN 10

9814611050

ISBN 13

9789814611053

Fuzzy Logic Theory And Applications: Part I And Part Ii

By: Lotfi A Zadeh,Rafik Aziz Aliev

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Fuzzy Logic Theory And Applications: Part I And Part Ii

By: Lotfi A Zadeh,Rafik Aziz Aliev

Nowadays, voluminous textbooks and monographs in fuzzy logic are devoted only to separate or some combination of separate facets of fuzzy logic. There is a lack of a single book that presents a comprehensive and self-contained theory of fuzzy logic and its applications.Written by world renowned authors, Lofti Zadeh, also known as the Father of Fuzzy Logic, and Rafik Aliev, who are pioneers in fuzzy logic and fuzzy sets, this unique compendium includes all the principal facets of fuzzy logic such as logical, fuzzy-set-theoretic, epistemic and relational. Theoretical problems are prominently illustrated and illuminated by numerous carefully worked-out and thought-through examples.This invaluable volume will be a useful reference guide for academics, practitioners, graduates and undergraduates in fuzzy logic and its applications.

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Page Count

610

Publisher

World Scientific Publishing

Published Date

ISBN 10

9813238194

ISBN 13

9789813238190

Uncertain Computation-based Decision Theory

By: Rafik Aziz Aliev

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Uncertain Computation-based Decision Theory

By: Rafik Aziz Aliev

Uncertain computation is a system of computation and reasoning in which the objects of computation are not values of variables but restrictions on values of variables.This compendium includes uncertain computation examples based on interval arithmetic, probabilistic arithmetic, fuzzy arithmetic, Z-number arithmetic, and arithmetic with geometric primitives.The principal problem with the existing decision theories is that they do not have capabilities to deal with such environment. Up to now, no books where decision theories based on all generalizations level of information are considered. Thus, this self-containing volume intends to overcome this gap between real-world settings' decisions and their formal analysis.

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538

Publisher

World Scientific

Published Date

ISBN 10

9813228954

ISBN 13

9789813228955

Soft Computing and its Applications in Business and Economics

By: Rafik Aziz Aliev,Bijan Fazlollahi,Rashad Rafik Aliev

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Soft Computing and its Applications in Business and Economics

By: Rafik Aziz Aliev,Bijan Fazlollahi,Rashad Rafik Aliev

Soft Computing and its Applications in Business and Economics," or SC-BE for short, is a work whose importance is hard to exaggerate. Authored by leading contributors to soft computing and its applications, SC-BE is a sequel to an earlier book by Professors R. A. Aliev and R. R. Aliev, "Soft Computing and Its Applications," World Scientific, 200l. SC-BE is a self-contained exposition of the foundations of soft computing, and presents a vast compendium of its applications to business, finance, decision analysis and economics. One cannot but be greatly impressed by the wide variety of applications - applications ranging from use of fuzzy logic in transportation and health case systems, to use of a neuro-fuzzy approach to modeling of credit risk in trading, and application of soft computing to e-commerce. To view the contents of SC-BE in a clearer perspective, a bit of history is in order. In science, as in other realms of human activity, there is a tendency to be nationalistic - to commit oneself to a particular methodology and relegate to a position of inferiority or irrelevance all alternative methodologies. As we move further into the age of machine intelligence and automated reasoning, we run into more and more problems which do not lend themselves to solution through the use of our favorite methodology.

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457

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Springer

Published Date

ISBN 10

3540444297

ISBN 13

9783540444299

Soft Computing And Its Applications

By: Rafik Aziz Aliev,Rashad Rafig Aliyev

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Soft Computing And Its Applications

By: Rafik Aziz Aliev,Rashad Rafig Aliyev

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463

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World Scientific Publishing Company

Published Date

ISBN 10

9813105879

ISBN 13

9789813105874

Soft Computing and its Applications in Business and Economics

By: Rafik Aziz Aliev,Bijan Fazlollahi,Rashad Rafik Aliev

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Soft Computing and its Applications in Business and Economics

By: Rafik Aziz Aliev,Bijan Fazlollahi,Rashad Rafik Aliev

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457

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Springer

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ISBN 10

3540444297

ISBN 13

9783540444299

Type-2 Fuzzy Neural Networks and Their Applications

By: Rafik Aziz Aliev,Babek Ghalib Guirimov

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Type-2 Fuzzy Neural Networks and Their Applications

By: Rafik Aziz Aliev,Babek Ghalib Guirimov

This book deals with the theory, design principles, and application of hybrid intelligent systems using type-2 fuzzy sets in combination with other paradigms of Soft Computing technology such as Neuro-Computing and Evolutionary Computing. It provides a self-contained exposition of the foundation of type-2 fuzzy neural networks and presents a vast compendium of its applications to control, forecasting, decision making, system identification and other real problems. Type-2 Fuzzy Neural Networks and Their Applications is helpful for teachers and students of universities and colleges, for scientists and practitioners from various fields such as control, decision analysis, pattern recognition and similar fields.

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Page Count

203

Publisher

Springer

Published Date

ISBN 10

3319090720

ISBN 13

9783319090726

Fundamentals of the Fuzzy Logic-Based Generalized Theory of Decisions

By: Rafik Aziz Aliev

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Fundamentals of the Fuzzy Logic-Based Generalized Theory of Decisions

By: Rafik Aziz Aliev

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332

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Springer

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ISBN 10

3642348955

ISBN 13

9783642348952

Uncertain Computation-based Decision Theory

By: Rafik Aziz Aliev

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Uncertain Computation-based Decision Theory

By: Rafik Aziz Aliev

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Page Count

538

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World Scientific

Published Date

ISBN 10

9813228954

ISBN 13

9789813228955

The Arithmetic of Z-numbers

Theory and Applications

By: R. A. Aliev,Oleg H. Huseynov,Rashad R. Aliyev,Akif A. Alizadeh

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The Arithmetic of Z-numbers

Theory and Applications

By: R. A. Aliev,Oleg H. Huseynov,Rashad R. Aliyev,Akif A. Alizadeh

Real-world information is imperfect and is usually described in natural language (NL). Moreover, this information is often partially reliable and a degree of reliability is also expressed in NL. In view of this, the concept of a Z-number is a more adequate concept for the description of real-world information. The main critical problem that naturally arises in processing Z-numbers-based information is the computation with Z-numbers. Nowadays, there is no arithmetic of Z-numbers suggested in existing literature. This book is the first to present a comprehensive and self-contained theory of Z-arithmetic and its applications. Many of the concepts and techniques described in the book, with carefully worked-out examples, are original and appear in the literature for the first time. The book will be helpful for professionals, academics, managers and graduate students in fuzzy logic, decision sciences, artificial intelligence, mathematical economics, and computational economics.

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Page Count

301

Publisher

World Scientific Publishing Company

Published Date

ISBN 10

9814675288

ISBN 13

9789814675284

Book's by Rafik Aziz Aliev

Soft Computing And Its Applications

Soft Computing And Its Applications

Arithmetic Of Z-numbers, The: Theory And Applications

Arithmetic Of Z-numbers, The: Theory And Applications

Fundamentals of the Fuzzy Logic-Based Generalized Theory of Decisions

Fundamentals of the Fuzzy Logic-Based Generalized Theory of Decisions

Decision Theory With Imperfect Information

Decision Theory With Imperfect Information

Fuzzy Logic Theory And Applications: Part I And Part Ii

Fuzzy Logic Theory And Applications: Part I And Part Ii

Uncertain Computation-based Decision Theory

Uncertain Computation-based Decision Theory

Soft Computing and its Applications in Business and Economics

Soft Computing and its Applications in Business and Economics

Soft Computing And Its Applications

Soft Computing And Its Applications

Soft Computing and its Applications in Business and Economics

Soft Computing and its Applications in Business and Economics

Type-2 Fuzzy Neural Networks and Their Applications

Type-2 Fuzzy Neural Networks and Their Applications

Fundamentals of the Fuzzy Logic-Based Generalized Theory of Decisions

Fundamentals of the Fuzzy Logic-Based Generalized Theory of Decisions

Uncertain Computation-based Decision Theory

Uncertain Computation-based Decision Theory

The Arithmetic of Z-numbers

The Arithmetic of Z-numbers

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