The Resource Coevolutionary Fuzzy Modeling, by Carlos Andrés Peña Reyes, (electronic resource)

Coevolutionary Fuzzy Modeling, by Carlos Andrés Peña Reyes, (electronic resource)

Label
Coevolutionary Fuzzy Modeling
Title
Coevolutionary Fuzzy Modeling
Statement of responsibility
by Carlos Andrés Peña Reyes
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
Building on fuzzy logic and evolutionary computing, this book introduces fuzzy cooperative coevolution as a novel approach to systems design, conductive to explaining human decision process. Fuzzy cooperative coevolution is a methodology for constructing systems able to accurately predict the outcome of a decision-making process, while providing an understandable explanation of the underlying reasoning. The central contribution of this work is the use of an advanced evolutionary technique, cooperative coevolution, for dealing with the simultaneous design of connective and operational parameters. Cooperative coevolution overcomes several limitations exhibited by other standard evolutionary approaches. The applicability of fuzzy cooperative coevolution is validated by modeling the decision processes of three real-world problems, an iris data benchmark problem and two problems from breast cancer diagnosis
Member of
http://library.link/vocab/creatorName
Peña Reyes, Carlos Andrés
Image bit depth
0
LC call number
QA75.5-76.95
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Lecture Notes in Computer Science,
Series volume
3204
http://library.link/vocab/subjectName
  • Computer science
  • Artificial intelligence
  • Computer Science
  • Computation by Abstract Devices
  • Mathematical Logic and Formal Languages
  • Artificial Intelligence (incl. Robotics)
Label
Coevolutionary Fuzzy Modeling, by Carlos Andrés Peña Reyes, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1 Introduction -- 2 Evolutionary Fuzzy Modeling -- 3 Coevolutionary Fuzzy Modeling -- 4 Breast Cancer Diagnosis by Fuzzy CoCo -- 5 Analyzing Fuzzy CoCo -- 6 Extensions of the Methodology -- 7 Conclusions and Future Work
Dimensions
unknown
Extent
XIV, 134 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540301189
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/b99869
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-30118-9
Label
Coevolutionary Fuzzy Modeling, by Carlos Andrés Peña Reyes, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1 Introduction -- 2 Evolutionary Fuzzy Modeling -- 3 Coevolutionary Fuzzy Modeling -- 4 Breast Cancer Diagnosis by Fuzzy CoCo -- 5 Analyzing Fuzzy CoCo -- 6 Extensions of the Methodology -- 7 Conclusions and Future Work
Dimensions
unknown
Extent
XIV, 134 p.
File format
multiple file formats
Form of item
electronic
Isbn
9783540301189
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/b99869
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-540-30118-9

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