國立虎尾科技大學 |

Interactions Between Computational Intelligence and Mathematics

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Interactions Between Computational Intelligence and Mathematics/ edited by László T. Kóczy, Jesús Medina.
other author:	Kóczy, László T.
Description:	IX, 119 p. 38 illus., 19 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Computational intelligence. -
Online resource:	https://doi.org/10.1007/978-3-319-74681-4
ISBN:	9783319746814

Interactions Between Computational Intelligence and Mathematics
Interactions Between Computational Intelligence and Mathematics[electronic resource] /edited by László T. Kóczy, Jesús Medina. - 1st ed. 2018. - IX, 119 p. 38 illus., 19 illus. in color.online resource. - Studies in Computational Intelligence,7581860-949X ;. - Studies in Computational Intelligence,564.

Page Rank vs. Katz: Is the centrality algorithm choice relevant to measure user influence in Twitter? -- Weighted means based filters for SAR Imagery -- On Combination of Wavelet Transformation and Stabilized KH Interpolation for Fuzzy Inferences Based on High Dimensional Sampled Functions -- Abductive Reasoning on Molecular Interaction Maps -- Efficient unfolding of fuzzy connectives for multi-adjoint logic programs -- On Generalizations of Concept Lattices -- Generating fuzzy attribute rules via Fuzzy Formal Concept Analysis.

This book presents recent research in the field of interaction between computational intelligence and mathematics, ranging from theory to applications. Computational intelligence, or soft computing consists of various bio-inspired methods, especially fuzzy systems, artificial neural networks, evolutionary and memetic algorithms. These research areas were initiated by professionals in various applied fields, such as engineers, economists, and financial and medical experts. Although computational intelligence offered solutions (at least quasi-optimal solutions) for problems with high complexity, vague and undeterministic features, initially little attention was paid to the mathematical models and analysis of the methods successfully applied. A typical example is the extremely successful Mamdani-algorithm, and its modifications and extensions, applied since the mid-1970s, where the first analysis of the simplest cases, showing why this algorithm was so efficient and stable, was not given until the early 1990s. Since the mid-2000s, the authors have organized international conferences annually to focus on the mathematical methodological issues in connection with computational intelligence approaches. These conferences have attracted a large number of submissions with a wide scope of topics and quality. The editors selected several high-quality papers and approached the authors to submit an essentially extended and improved book chapter based on the lectures. This volume is the first contributed book on the subject.

ISBN: 9783319746814

Standard No.: 10.1007/978-3-319-74681-4doiSubjects--Topical Terms:

568984
Computational intelligence.

LC Class. No.: Q342

Dewey Class. No.: 006.3

Interactions Between Computational Intelligence and Mathematics
LDR:03501nam a22004095i 4500 001 997904
003 DE-He213
005 20200705215311.0
007 cr nn 008mamaa
008 201225s2018 gw | s |||| 0|eng d
020 $a 9783319746814 $9 978-3-319-74681-4
024 7 $a 10.1007/978-3-319-74681-4 $2 doi
035 $a 978-3-319-74681-4
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 Interactions Between Computational Intelligence and Mathematics $h [electronic resource] / $c edited by László T. Kóczy, Jesús Medina.
250 $a 1st ed. 2018.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a IX, 119 p. 38 illus., 19 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 1860-949X ; $v 758
505 0 $a Page Rank vs. Katz: Is the centrality algorithm choice relevant to measure user influence in Twitter? -- Weighted means based filters for SAR Imagery -- On Combination of Wavelet Transformation and Stabilized KH Interpolation for Fuzzy Inferences Based on High Dimensional Sampled Functions -- Abductive Reasoning on Molecular Interaction Maps -- Efficient unfolding of fuzzy connectives for multi-adjoint logic programs -- On Generalizations of Concept Lattices -- Generating fuzzy attribute rules via Fuzzy Formal Concept Analysis.
520 $a This book presents recent research in the field of interaction between computational intelligence and mathematics, ranging from theory to applications. Computational intelligence, or soft computing consists of various bio-inspired methods, especially fuzzy systems, artificial neural networks, evolutionary and memetic algorithms. These research areas were initiated by professionals in various applied fields, such as engineers, economists, and financial and medical experts. Although computational intelligence offered solutions (at least quasi-optimal solutions) for problems with high complexity, vague and undeterministic features, initially little attention was paid to the mathematical models and analysis of the methods successfully applied. A typical example is the extremely successful Mamdani-algorithm, and its modifications and extensions, applied since the mid-1970s, where the first analysis of the simplest cases, showing why this algorithm was so efficient and stable, was not given until the early 1990s. Since the mid-2000s, the authors have organized international conferences annually to focus on the mathematical methodological issues in connection with computational intelligence approaches. These conferences have attracted a large number of submissions with a wide scope of topics and quality. The editors selected several high-quality papers and approached the authors to submit an essentially extended and improved book chapter based on the lectures. This volume is the first contributed book on the subject.
650 0 $a Computational intelligence. $3 568984
650 0 $a Artificial intelligence. $3 559380
650 1 4 $a Computational Intelligence. $3 768837
650 2 4 $a Artificial Intelligence. $3 646849
700 1 $a Kóczy, László T. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1289301
700 1 $a Medina, Jesús. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1283023
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783319746807
776 0 8 $i Printed edition: $z 9783319746821
776 0 8 $i Printed edition: $z 9783030090548
830 0 $a Studies in Computational Intelligence, $x 1860-949X ; $v 564 $3 1253640
856 4 0 $u https://doi.org/10.1007/978-3-319-74681-4
912 $a ZDB-2-ENG
912 $a ZDB-2-SXE
950 $a Engineering (SpringerNature-11647)
950 $a Engineering (R0) (SpringerNature-43712)