The Resource Advances in computational intelligence : theory & applications, Fei-Yue Wang, Derong Liu, (electronic resource)

Advances in computational intelligence : theory & applications, Fei-Yue Wang, Derong Liu, (electronic resource)

Label
Advances in computational intelligence : theory & applications
Title
Advances in computational intelligence
Title remainder
theory & applications
Statement of responsibility
Fei-Yue Wang, Derong Liu
Creator
Contributor
Subject
Genre
Language
  • eng
  • eng
Summary
Computational Intelligence (CI) is a recently emerging area in fundamental and applied research, exploiting a number of advanced information processing technologies that mainly embody neural networks, fuzzy logic and evolutionary computation. With a major concern to exploiting the tolerance for imperfection, uncertainty, and partial truth to achieve tractability, robustness and low solution cost, it becomes evident that composing methods of CI should be working concurrently rather than separately. It is this conviction that research on the synergism of CI paradigms has experienced significant
Member of
Cataloging source
MiAaPQ
http://library.link/vocab/creatorName
Wang, Fei-Yue
Dewey number
006.3
Illustrations
illustrations
Index
index present
Language note
English
LC call number
Q342
LC item number
.A385 2006
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Liu, Derong
Series statement
  • Series in intelligent control and intelligent automation
  • Series in intelligent control and intelligent automation
Series volume
  • v. 5
  • v. 5
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Computational intelligence
Label
Advances in computational intelligence : theory & applications, Fei-Yue Wang, Derong Liu, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
  • Contents ; Preface ; List of Contributors ; 1 A Quest for Granular Computing and Logic Processing ; 1.1 Introduction ; 1.2 Granular Computing ; 1.3 Granular Computing and Logic: Synergistic Links ; 1.4 Main Categories of Fuzzy Logic Processing Units
  • 1.5 A General Topology of the Network 1.6 Interpretation Issues of Logic Networks ; 1.7 Conclusions ; Bibliography ; 2 Abstraction and Linguistic Analysis of Conventional Numerical Dynamic Systems ; 2.1 Introduction ; 2.2 Type-I Linguistic Dynamic Systems
  • 2.3 Type-II Linguistic Dynamic Systems 2.4 Linguistic Control Design for Goal States Specified in Words ; 2.5 Conclusions ; Bibliography ; 3 Slicing: A Distributed Learning Approach ; 3.1 Introduction ; 3.2 Slicing ; 3.3 Variance Reduction in Slicing ; 3.4 Experiments
  • 3.5 Analysis 3.6 Discussion ; 3.7 Conclusions ; Bibliography ; 4 Marginal Learning Algorithms in Statistical Machine Learning ; 4.1 Introduction ; 4.2 Classification Problems and Margin ; 4.3 Maximal Margin Algorithm in SVM
  • 4.4 Unbalanced Classification Problems and Weighted Maximal Margin Algorithms 4.5 The n-Unsupervised Learning Problems and Margin ; 4.6 Some Marginal Algorithms for One-Class Problems ; 4.7 Some New Algorithms of Clustering Problems ; 4.8 New Marginal Algorithms for PCA
  • 4.9 Conclusions
Dimensions
unknown
Extent
1 online resource (478 p.)
Form of item
online
Isbn
9789812773920
Media category
computer
Media type code
c
Specific material designation
remote
System control number
  • (CKB)1000000000407569
  • (EBL)1679470
  • (OCoLC)815571423
  • (SSID)ssj0000098335
  • (PQKBManifestationID)11988629
  • (PQKBTitleCode)TC0000098335
  • (PQKBWorkID)10132186
  • (PQKB)11380382
  • (MiAaPQ)EBC1679470
  • (WSP)00006072
  • (EXLCZ)991000000000407569
Label
Advances in computational intelligence : theory & applications, Fei-Yue Wang, Derong Liu, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
  • Contents ; Preface ; List of Contributors ; 1 A Quest for Granular Computing and Logic Processing ; 1.1 Introduction ; 1.2 Granular Computing ; 1.3 Granular Computing and Logic: Synergistic Links ; 1.4 Main Categories of Fuzzy Logic Processing Units
  • 1.5 A General Topology of the Network 1.6 Interpretation Issues of Logic Networks ; 1.7 Conclusions ; Bibliography ; 2 Abstraction and Linguistic Analysis of Conventional Numerical Dynamic Systems ; 2.1 Introduction ; 2.2 Type-I Linguistic Dynamic Systems
  • 2.3 Type-II Linguistic Dynamic Systems 2.4 Linguistic Control Design for Goal States Specified in Words ; 2.5 Conclusions ; Bibliography ; 3 Slicing: A Distributed Learning Approach ; 3.1 Introduction ; 3.2 Slicing ; 3.3 Variance Reduction in Slicing ; 3.4 Experiments
  • 3.5 Analysis 3.6 Discussion ; 3.7 Conclusions ; Bibliography ; 4 Marginal Learning Algorithms in Statistical Machine Learning ; 4.1 Introduction ; 4.2 Classification Problems and Margin ; 4.3 Maximal Margin Algorithm in SVM
  • 4.4 Unbalanced Classification Problems and Weighted Maximal Margin Algorithms 4.5 The n-Unsupervised Learning Problems and Margin ; 4.6 Some Marginal Algorithms for One-Class Problems ; 4.7 Some New Algorithms of Clustering Problems ; 4.8 New Marginal Algorithms for PCA
  • 4.9 Conclusions
Dimensions
unknown
Extent
1 online resource (478 p.)
Form of item
online
Isbn
9789812773920
Media category
computer
Media type code
c
Specific material designation
remote
System control number
  • (CKB)1000000000407569
  • (EBL)1679470
  • (OCoLC)815571423
  • (SSID)ssj0000098335
  • (PQKBManifestationID)11988629
  • (PQKBTitleCode)TC0000098335
  • (PQKBWorkID)10132186
  • (PQKB)11380382
  • (MiAaPQ)EBC1679470
  • (WSP)00006072
  • (EXLCZ)991000000000407569

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