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  3. Fuzzy mængdelære

Fuzzy Linear Programming: Solution Techniques and Applications

Af: Bing-Yuan Cao, Seyed Hadi Nasseri, Ali Ebrahimnejad Engelsk Paperback

Fuzzy Linear Programming: Solution Techniques and Applications

Af: Bing-Yuan Cao, Seyed Hadi Nasseri, Ali Ebrahimnejad Engelsk Paperback
Tjek vores konkurrenters priser

This book presents the necessary and essential backgrounds of fuzzy set theory and linear programming, particularly a broad range of common Fuzzy Linear Programming (FLP) models and related, convenient solution techniques. These models and methods belong to three common classes of fuzzy linear programming, namely: (i) FLP problems in which all coefficients are fuzzy numbers, (ii) FLP problems in which the right-hand-side vectors and the decision variables are fuzzy numbers, and (iii) FLP problems in which the cost coefficients, the right-hand-side vectors and the decision variables are fuzzy numbers.

The book essentially generalizes the well-known solution algorithms used in linear programming to the fuzzy environment. Accordingly, it can be used not only as a textbook, teaching material or reference book for undergraduate and graduate students in courses on applied mathematics, computer science, management science, industrial engineering, artificial intelligence, fuzzy information processes, and operations research, but can also serve as a reference book for researchers in these fields, especially those engaged in optimization and soft computing. For textbook purposes, it also includes simple and illustrative examples to help readers who are new to the field.

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This book presents the necessary and essential backgrounds of fuzzy set theory and linear programming, particularly a broad range of common Fuzzy Linear Programming (FLP) models and related, convenient solution techniques. These models and methods belong to three common classes of fuzzy linear programming, namely: (i) FLP problems in which all coefficients are fuzzy numbers, (ii) FLP problems in which the right-hand-side vectors and the decision variables are fuzzy numbers, and (iii) FLP problems in which the cost coefficients, the right-hand-side vectors and the decision variables are fuzzy numbers.

The book essentially generalizes the well-known solution algorithms used in linear programming to the fuzzy environment. Accordingly, it can be used not only as a textbook, teaching material or reference book for undergraduate and graduate students in courses on applied mathematics, computer science, management science, industrial engineering, artificial intelligence, fuzzy information processes, and operations research, but can also serve as a reference book for researchers in these fields, especially those engaged in optimization and soft computing. For textbook purposes, it also includes simple and illustrative examples to help readers who are new to the field.

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Produktdetaljer
Sprog: Engelsk
Sider: 232
ISBN-13: 9783030183943
Indbinding: Paperback
Udgave:
ISBN-10: 3030183947
Kategori: Fuzzy mængdelære
Udg. Dato: 14 aug 2020
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 14 aug 2020
Forfatter(e): Bing-Yuan Cao, Seyed Hadi Nasseri, Ali Ebrahimnejad
Forfatter(e) Bing-Yuan Cao, Seyed Hadi Nasseri, Ali Ebrahimnejad

Kategori Fuzzy mængdelære

ISBN-13 9783030183943

Sprog Engelsk

Indbinding Paperback

Sider 232

Udgave

Længde 0mm

Bredde 155mm

Højde 235mm

Udg. Dato 14 aug 2020

Oplagsdato 14 aug 2020

Forlag Springer Nature Switzerland AG

Kategori sammenhænge