國立高雄大學圖資館 |

登入

回首頁

Computational intelligence for water and environmental sciences

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Computational intelligence for water and environmental sciencesedited by Omid Bozorg-Haddad, Babak Zolghadr-Asli.
其他作者:	Bozorg-Haddad, Omid.
出版者:	Singapore :Springer Nature Singapore :2022.
面頁冊數:	xxi, 540 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Computational intelligence.
電子資源:	https://doi.org/10.1007/978-981-19-2519-1
ISBN:	9789811925191$q(electronic bk.)

Computational intelligence for water and environmental sciences
Computational intelligence for water and environmental sciences[electronic resource] /edited by Omid Bozorg-Haddad, Babak Zolghadr-Asli. - Singapore :Springer Nature Singapore :2022. - xxi, 540 p. :ill. (some col.), digital ;24 cm. - Studies in computational intelligence,v. 10431860-9503 ;. - Studies in computational intelligence ;v. 216..

Optimization Algorithms -- Data mining -- Machine Learning -- Artificial Intelligence -- Deep Learning -- Expert Systems -- Probabilistic Models -- Bayesian models -- Fuzzy logic and Fuzzy Theory.

This book provides a comprehensive yet fresh perspective for the cutting-edge CI-oriented approaches in water resources planning and management. The book takes a deep dive into topics like meta-heuristic evolutionary optimization algorithms (e.g., GA, PSA, etc.), data mining techniques (e.g., SVM, ANN, etc.), probabilistic and Bayesian-oriented frameworks, fuzzy logic, AI, deep learning, and expert systems. These approaches provide a practical approach to understand and resolve complicated and intertwined real-world problems that often imposed serious challenges to traditional deterministic precise frameworks. The topic caters to postgraduate students and senior researchers who are interested in computational intelligence approach to issues stemming from water and environmental sciences.

ISBN: 9789811925191$q(electronic bk.)

Standard No.: 10.1007/978-981-19-2519-1doiSubjects--Topical Terms:

210824
Computational intelligence.

LC Class. No.: Q342 / .C65 2022

Dewey Class. No.: 006.3

Computational intelligence for water and environmental sciences
LDR:02116nmm a2200337 a 4500 001 627756
003 DE-He213
005 20220708170733.0
006 m d
007 cr nn 008maaau
008 230201s2022 si s 0 eng d
020 $a 9789811925191$q(electronic bk.)
020 $a 9789811925184$q(paper)
024 7 $a 10.1007/978-981-19-2519-1 $2 doi
035 $a 978-981-19-2519-1
040 $a GP $c GP
041 0 $a eng
050 4 $a Q342 $b .C65 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 Q342 $b .C738 2022
245 0 0 $a Computational intelligence for water and environmental sciences $h [electronic resource] / $c edited by Omid Bozorg-Haddad, Babak Zolghadr-Asli.
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2022.
300 $a xxi, 540 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Studies in computational intelligence, $x 1860-9503 ; $v v. 1043
505 0 $a Optimization Algorithms -- Data mining -- Machine Learning -- Artificial Intelligence -- Deep Learning -- Expert Systems -- Probabilistic Models -- Bayesian models -- Fuzzy logic and Fuzzy Theory.
520 $a This book provides a comprehensive yet fresh perspective for the cutting-edge CI-oriented approaches in water resources planning and management. The book takes a deep dive into topics like meta-heuristic evolutionary optimization algorithms (e.g., GA, PSA, etc.), data mining techniques (e.g., SVM, ANN, etc.), probabilistic and Bayesian-oriented frameworks, fuzzy logic, AI, deep learning, and expert systems. These approaches provide a practical approach to understand and resolve complicated and intertwined real-world problems that often imposed serious challenges to traditional deterministic precise frameworks. The topic caters to postgraduate students and senior researchers who are interested in computational intelligence approach to issues stemming from water and environmental sciences.
650 0 $a Computational intelligence. $3 210824
650 0 $a Water resources development $x Technological innovations. $3 931907
650 0 $a Environmental sciences $x Technological innovations. $3 928444
650 1 4 $a Computational Intelligence. $3 338479
650 2 4 $a Water. $3 195138
650 2 4 $a Environmental Management. $3 274175
700 1 $a Bozorg-Haddad, Omid. $3 799273
700 1 $a Zolghadr-Asli, Babak. $3 931906
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Studies in computational intelligence ; $v v. 216. $3 380871
856 4 0 $u https://doi.org/10.1007/978-981-19-2519-1
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)