國立高雄大學圖資館 |

Language: English

Back

Techniques of decision making, uncer...

Song, Chenyang.

Techniques of decision making, uncertain reasoning and regression analysis under the hesitant fuzzy environment and their applications

Record Type:	Electronic resources : Monograph/item
Title/Author:	Techniques of decision making, uncertain reasoning and regression analysis under the hesitant fuzzy environment and their applicationsby Chenyang Song, Zeshui Xu.
Author:	Song, Chenyang.
other author:	Xu, Zeshui.
Published:	Singapore :Springer Singapore :2021.
Description:	xii, 176 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Fuzzy decision making.
Online resource:	https://doi.org/10.1007/978-981-16-5800-6
ISBN:	9789811658006$q(electronic bk.)

Techniques of decision making, uncertain reasoning and regression analysis under the hesitant fuzzy environment and their applications
Song, Chenyang.

Techniques of decision making, uncertain reasoning and regression analysis under the hesitant fuzzy environment and their applications[electronic resource] /by Chenyang Song, Zeshui Xu. - Singapore :Springer Singapore :2021. - xii, 176 p. :ill. (some col.), digital ;24 cm. - Uncertainty and operations research,2195-9978. - Uncertainty and operations research..

Chapter 1 This chapter introduces the background about decision making, uncertain reasoning and regression analysis under the hesitant fuzzy environment, and the recent developments of some related theory and techniques -- Chapter 2 This chapter introduces the TODIM decision making method based on the hesitant fuzzy psychological distance measure -- Chapter 3 This chapter introduces a process-oriented dynamic decision making method based on the hesitant fuzzy decision field theory -- Chapter 4 A dynamic uncertain reasoning method based on the Dynamic Hesitant Fuzzy Bayesian Network is introduced -- Chapter 5 Two regression analysis models under the hesitant fuzzy environment are introduced -- Chapter 6 A cluster algorithm with probabilistic hesitant fuzzy correlation coefficient and the concept of interval-valued probabilistic hesitant fuzzy set are introduced to improve the theory of hesitant fuzzy set.

This book mainly introduces some techniques of decision-making, uncertain reasoning and regression analysis under the hesitant fuzzy environment and expands the applications of hesitant fuzzy sets in solving practical problems. The book pursues three major objectives: (1) to introduce some techniques about decision-making, uncertain reasoning and regression analysis under the hesitant fuzzy environment, (2) to prove these techniques theoretically and (3) to apply the involved techniques to practical problems. The book is especially valuable for readers to understand how hesitant fuzzy set could be employed in decision-making, uncertain reasoning and regression analysis and motivates researchers to expand more application fields of hesitant fuzzy set.

ISBN: 9789811658006$q(electronic bk.)

Standard No.: 10.1007/978-981-16-5800-6doiSubjects--Topical Terms:

346451
Fuzzy decision making.

LC Class. No.: QA279.6

Dewey Class. No.: 519.542

Techniques of decision making, uncertain reasoning and regression analysis under the hesitant fuzzy environment and their applications
LDR:02846nmm a2200349 a 4500 001 609286
003 DE-He213
005 20211003103703.0
006 m d
007 cr nn 008maaau
008 220222s2021 si s 0 eng d
020 $a 9789811658006$q(electronic bk.)
020 $a 9789811657993$q(paper)
024 7 $a 10.1007/978-981-16-5800-6 $2 doi
035 $a 978-981-16-5800-6
040 $a GP $c GP
041 0 $a eng
050 4 $a QA279.6
072 7 $a KJT $2 bicssc
072 7 $a BUS049000 $2 bisacsh
072 7 $a KJT $2 thema
072 7 $a KJMD $2 thema
082 0 4 $a 519.542 $2 23
090 $a QA279.6 $b .S698 2021
100 1 $a Song, Chenyang. $3 906840
245 1 0 $a Techniques of decision making, uncertain reasoning and regression analysis under the hesitant fuzzy environment and their applications $h [electronic resource] / $c by Chenyang Song, Zeshui Xu.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2021.
300 $a xii, 176 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Uncertainty and operations research, $x 2195-9978
505 0 $a Chapter 1 This chapter introduces the background about decision making, uncertain reasoning and regression analysis under the hesitant fuzzy environment, and the recent developments of some related theory and techniques -- Chapter 2 This chapter introduces the TODIM decision making method based on the hesitant fuzzy psychological distance measure -- Chapter 3 This chapter introduces a process-oriented dynamic decision making method based on the hesitant fuzzy decision field theory -- Chapter 4 A dynamic uncertain reasoning method based on the Dynamic Hesitant Fuzzy Bayesian Network is introduced -- Chapter 5 Two regression analysis models under the hesitant fuzzy environment are introduced -- Chapter 6 A cluster algorithm with probabilistic hesitant fuzzy correlation coefficient and the concept of interval-valued probabilistic hesitant fuzzy set are introduced to improve the theory of hesitant fuzzy set.
520 $a This book mainly introduces some techniques of decision-making, uncertain reasoning and regression analysis under the hesitant fuzzy environment and expands the applications of hesitant fuzzy sets in solving practical problems. The book pursues three major objectives: (1) to introduce some techniques about decision-making, uncertain reasoning and regression analysis under the hesitant fuzzy environment, (2) to prove these techniques theoretically and (3) to apply the involved techniques to practical problems. The book is especially valuable for readers to understand how hesitant fuzzy set could be employed in decision-making, uncertain reasoning and regression analysis and motivates researchers to expand more application fields of hesitant fuzzy set.
650 0 $a Fuzzy decision making. $3 346451
650 0 $a Fuzzy sets. $3 182529
650 1 4 $a Operations Research/Decision Theory. $3 273963
650 2 4 $a Risk Management. $3 297189
650 2 4 $a Computer Science, general. $3 274540
700 1 $a Xu, Zeshui. $3 593473
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Uncertainty and operations research. $3 710328
856 4 0 $u https://doi.org/10.1007/978-981-16-5800-6
950 $a Business and Management (SpringerNature-41169)