國立高雄大學圖資館 |

登入

回首頁

Fuzzy-AI model and big data explorationa methodological philosophy in solving problems in digital era /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Fuzzy-AI model and big data explorationby Shaopei Lin.
其他題名:	a methodological philosophy in solving problems in digital era /
作者:	Lin, Shaopei.
出版者:	Berlin, Heidelberg :Springer Berlin Heidelberg :2022.
面頁冊數:	xvii, 342 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligence.
電子資源:	https://doi.org/10.1007/978-3-662-56339-7
ISBN:	9783662563397$q(electronic bk.)

Fuzzy-AI model and big data explorationa methodological philosophy in solving problems in digital era /
Lin, Shaopei.

Fuzzy-AI model and big data explorationa methodological philosophy in solving problems in digital era /[electronic resource] :by Shaopei Lin. - Berlin, Heidelberg :Springer Berlin Heidelberg :2022. - xvii, 342 p. :ill. (some col.), digital ;24 cm.

Introduction -- Fuzzy-AI Model -- Theoretical Adaptability of Fuzzy Approach -- Fuzzy Machine Learning Method -- Fuzzy Reasoning Method for Comprehensive Evaluation -- Fuzzy-AI Optimization for Complex System -- Fuzzy-AI Model for Decision Making -- Fuzzy-AI Model for Project Risk Management -- "Fuzz-AI" Model in Design -- "Fuzzy-AI" Model in System Reliability -- Conclusive Remarks.

Based on the idea of a universal rule for problem solving, the book suggests that the "System-Fuzzy Approach (SFA)" Model can be applied to various complex real-world problems. It is the first book for problem solving in complicated problems with a universal project management tool. Systematic searching is an essential step in identifying the right direction in problem solving; and the fuzzy steps in concrete problem solving reflect the flexibility and compromises involved in the process. Nevertheless, the fuzzy steps also demonstrate human beings' impressively flexible problem-solving skills. Simulating human decision-making processes based on fuzzy information processing is essential in our digital era, in which many problems need to be solved by means of artificial intelligence; hence the Fuzzy-AI Model emerged. As a universal rule and tool, it can be applied to a broad range of real-world problems. Offering a valuable guide to fuzzy decision-making, this book is intended for researchers, scientists and graduate students in the fields of Engineering, Economics, Sociology, Managerial Science, Project Management etc.

ISBN: 9783662563397$q(electronic bk.)

Standard No.: 10.1007/978-3-662-56339-7doiSubjects--Topical Terms:

194058
Artificial intelligence.

LC Class. No.: Q335 / .L55 2022

Dewey Class. No.: 006.3

Fuzzy-AI model and big data explorationa methodological philosophy in solving problems in digital era /
LDR:02562nmm a2200325 a 4500 001 630293
003 DE-He213
005 20220922195213.0
006 m d
007 cr nn 008maaau
008 230329s2022 gw s 0 eng d
020 $a 9783662563397$q(electronic bk.)
020 $a 9783662563373$q(paper)
024 7 $a 10.1007/978-3-662-56339-7 $2 doi
035 $a 978-3-662-56339-7
040 $a GP $c GP
041 0 $a eng
050 4 $a Q335 $b .L55 2022
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q335 $b .L735 2022
100 1 $a Lin, Shaopei. $3 737866
245 1 0 $a Fuzzy-AI model and big data exploration $h [electronic resource] : $b a methodological philosophy in solving problems in digital era / $c by Shaopei Lin.
260 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer, $c 2022.
300 $a xvii, 342 p. : $b ill. (some col.), digital ; $c 24 cm.
505 0 $a Introduction -- Fuzzy-AI Model -- Theoretical Adaptability of Fuzzy Approach -- Fuzzy Machine Learning Method -- Fuzzy Reasoning Method for Comprehensive Evaluation -- Fuzzy-AI Optimization for Complex System -- Fuzzy-AI Model for Decision Making -- Fuzzy-AI Model for Project Risk Management -- "Fuzz-AI" Model in Design -- "Fuzzy-AI" Model in System Reliability -- Conclusive Remarks.
520 $a Based on the idea of a universal rule for problem solving, the book suggests that the "System-Fuzzy Approach (SFA)" Model can be applied to various complex real-world problems. It is the first book for problem solving in complicated problems with a universal project management tool. Systematic searching is an essential step in identifying the right direction in problem solving; and the fuzzy steps in concrete problem solving reflect the flexibility and compromises involved in the process. Nevertheless, the fuzzy steps also demonstrate human beings' impressively flexible problem-solving skills. Simulating human decision-making processes based on fuzzy information processing is essential in our digital era, in which many problems need to be solved by means of artificial intelligence; hence the Fuzzy-AI Model emerged. As a universal rule and tool, it can be applied to a broad range of real-world problems. Offering a valuable guide to fuzzy decision-making, this book is intended for researchers, scientists and graduate students in the fields of Engineering, Economics, Sociology, Managerial Science, Project Management etc.
650 0 $a Artificial intelligence. $3 194058
650 0 $a Fuzzy logic. $3 181981
650 0 $a Problem solving $x Technological innovations. $3 935470
650 1 4 $a Computational Intelligence. $3 338479
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Philosophy of Technology. $3 274756
650 2 4 $a Industrial and Production Engineering. $3 273753
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
856 4 0 $u https://doi.org/10.1007/978-3-662-56339-7
950 $a Computer Science (SpringerNature-11645)