國立虎尾科技大學 |

Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications/ edited by Oscar Castillo, Patricia Melin.
其他作者:	Melin, Patricia.
面頁冊數:	IX, 383 p. 175 illus., 117 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial Intelligence. -
電子資源:	https://doi.org/10.1007/978-3-030-68776-2
ISBN:	9783030687762

Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications
Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications[electronic resource] /edited by Oscar Castillo, Patricia Melin. - 1st ed. 2021. - IX, 383 p. 175 illus., 117 illus. in color.online resource. - Studies in Computational Intelligence,9401860-9503 ;. - Studies in Computational Intelligence,564.

Multi-objective Portfolio Optimization Problem with Trapezoidal Fuzzy Parameters -- Optimization of the Internet Shopping Problem with Shipping Costs -- Multiobjective Algorithms Performance When Solving CEC09 Test Instances -- Analysis of the Efficient Frontier of the Portfolio Selection Problem Instance of the Mexican Capital Market .

We describe in this book, recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their application in areas such as, intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book contains a collection of papers focused on hybrid intelligent systems based on soft computing. There are some papers with the main theme of type-1 and type-2 fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications. There also some papers that presents theory and practice of meta-heuristics in different areas of application. Another group of papers describe diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical applications. There are also some papers that present theory and practice of neural networks in different areas of application. In addition, there are papers that present theory and practice of optimization and evolutionary algorithms in different areas of application. Finally, there are some papers describing applications of fuzzy logic, neural networks and meta-heuristics in pattern recognition problems. .

ISBN: 9783030687762

Standard No.: 10.1007/978-3-030-68776-2doiSubjects--Topical Terms:

646849
Artificial Intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications
LDR:03141nam a22004095i 4500 001 1049356
003 DE-He213
005 20211014140756.0
007 cr nn 008mamaa
008 220103s2021 sz | s |||| 0|eng d
020 $a 9783030687762 $9 978-3-030-68776-2
024 7 $a 10.1007/978-3-030-68776-2 $2 doi
035 $a 978-3-030-68776-2
050 4 $a Q342
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
245 1 0 $a Fuzzy Logic Hybrid Extensions of Neural and Optimization Algorithms: Theory and Applications $h [electronic resource] / $c edited by Oscar Castillo, Patricia Melin.
250 $a 1st ed. 2021.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a IX, 383 p. 175 illus., 117 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Studies in Computational Intelligence, $x 1860-9503 ; $v 940
505 0 $a Multi-objective Portfolio Optimization Problem with Trapezoidal Fuzzy Parameters -- Optimization of the Internet Shopping Problem with Shipping Costs -- Multiobjective Algorithms Performance When Solving CEC09 Test Instances -- Analysis of the Efficient Frontier of the Portfolio Selection Problem Instance of the Mexican Capital Market .
520 $a We describe in this book, recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, and their application in areas such as, intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book contains a collection of papers focused on hybrid intelligent systems based on soft computing. There are some papers with the main theme of type-1 and type-2 fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications. There also some papers that presents theory and practice of meta-heuristics in different areas of application. Another group of papers describe diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical applications. There are also some papers that present theory and practice of neural networks in different areas of application. In addition, there are papers that present theory and practice of optimization and evolutionary algorithms in different areas of application. Finally, there are some papers describing applications of fuzzy logic, neural networks and meta-heuristics in pattern recognition problems. .
650 2 4 $a Artificial Intelligence. $3 646849
650 1 4 $a Computational Intelligence. $3 768837
650 0 $a Artificial intelligence. $3 559380
650 0 $a Computational intelligence. $3 568984
700 1 $a Melin, Patricia. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 678025
700 1 $a Castillo, Oscar. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 676149
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030687755
776 0 8 $i Printed edition: $z 9783030687779
776 0 8 $i Printed edition: $z 9783030687786
830 0 $a Studies in Computational Intelligence, $x 1860-949X ; $v 564 $3 1253640
856 4 0 $u https://doi.org/10.1007/978-3-030-68776-2
912 $a ZDB-2-INR
912 $a ZDB-2-SXIT
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)
950 $a Intelligent Technologies and Robotics (R0) (SpringerNature-43728)