The Resource A Practical Guide to Averaging Functions, by Gleb Beliakov, Humberto Bustince Sola, Tomasa Calvo Sánchez, (electronic resource)

A Practical Guide to Averaging Functions, by Gleb Beliakov, Humberto Bustince Sola, Tomasa Calvo Sánchez, (electronic resource)

Label
A Practical Guide to Averaging Functions
Title
A Practical Guide to Averaging Functions
Statement of responsibility
by Gleb Beliakov, Humberto Bustince Sola, Tomasa Calvo Sánchez
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
This book offers an easy-to-use and practice-oriented reference guide to mathematical averages. It presents different ways of aggregating input values given on a numerical scale, and of choosing and/or constructing aggregating functions for specific applications. Building on a previous monograph by Beliakov et al. published by Springer in 2007, it outlines new aggregation methods developed in the interim, with a special focus on the topic of averaging aggregation functions. It examines recent advances in the field, such as aggregation on lattices, penalty-based aggregation and weakly monotone averaging, and extends many of the already existing methods, such as: ordered weighted averaging (OWA), fuzzy integrals and mixture functions. A substantial mathematical background is not called for, as all the relevant mathematical notions are explained here and reported on together with a wealth of graphical illustrations of distinct families of aggregation functions. The authors mainly focus on practical applications and give central importance to the conciseness of exposition, as well as the relevance and applicability of the reported methods, offering a valuable resource for computer scientists, IT specialists, mathematicians, system architects, knowledge engineers and programmers, as well as for anyone facing the issue of how to combine various inputs into a single output value
Member of
http://library.link/vocab/creatorName
Beliakov, Gleb
Image bit depth
0
LC call number
Q342
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Bustince Sola, Humberto.
  • Calvo Sánchez, Tomasa.
  • SpringerLink
Series statement
Studies in Fuzziness and Soft Computing,
Series volume
329
http://library.link/vocab/subjectName
  • Engineering
  • Artificial intelligence
  • Operations research
  • Management science
  • Computational intelligence
  • Control engineering
  • Robotics
  • Mechatronics
  • Engineering
  • Computational Intelligence
  • Control, Robotics, Mechatronics
  • Artificial Intelligence (incl. Robotics)
  • Operations Research, Management Science
Label
A Practical Guide to Averaging Functions, by Gleb Beliakov, Humberto Bustince Sola, Tomasa Calvo Sánchez, (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
Dimensions
unknown
Edition
1st ed. 2016.
Extent
XIX, 352 p. 44 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319247533
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-24753-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-24753-3
Label
A Practical Guide to Averaging Functions, by Gleb Beliakov, Humberto Bustince Sola, Tomasa Calvo Sánchez, (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
Dimensions
unknown
Edition
1st ed. 2016.
Extent
XIX, 352 p. 44 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783319247533
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-24753-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-24753-3

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