Coverart for item
The Resource EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV : International Conference held at Leiden University, July 10-13, 2013, edited by Michael Emmerich, Andre Deutz, Oliver Schuetze, Thomas Bäck, Emilia Tantar, Alexandru-Adrian Tantar, Pierre Del Moral, Pierrick Legrand, Pascal Bouvry, Carlos A. Coello, (electronic resource)

EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV : International Conference held at Leiden University, July 10-13, 2013, edited by Michael Emmerich, Andre Deutz, Oliver Schuetze, Thomas Bäck, Emilia Tantar, Alexandru-Adrian Tantar, Pierre Del Moral, Pierrick Legrand, Pascal Bouvry, Carlos A. Coello, (electronic resource)

Label
EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV : International Conference held at Leiden University, July 10-13, 2013
Title
EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV
Title remainder
International Conference held at Leiden University, July 10-13, 2013
Statement of responsibility
edited by Michael Emmerich, Andre Deutz, Oliver Schuetze, Thomas Bäck, Emilia Tantar, Alexandru-Adrian Tantar, Pierre Del Moral, Pierrick Legrand, Pascal Bouvry, Carlos A. Coello
Creator
Contributor
Editor
Provider
Subject
Language
eng
Summary
Numerical and computational methods are nowadays used in a wide range of contexts in complex systems research, biology, physics, and engineering. Over the last decades different methodological schools have emerged with emphasis on different aspects of computation, such as nature-inspired algorithms, set oriented numerics, probabilistic systems and Monte Carlo methods. Due to the use of different terminologies and emphasis on different aspects of algorithmic performance there is a strong need for a more integrated view and opportunities for cross-fertilization across particular disciplines. These proceedings feature 20 original publications from distinguished authors in the cross-section of computational sciences, such as machine learning algorithms and probabilistic models, complex networks and fitness landscape analysis, set oriented numerics and cell mapping, evolutionary multiobjective optimization, diversity-oriented search, and the foundations of genetic programming algorithms. By presenting cutting edge results with a strong focus on foundations and integration aspects this work presents a stepping stone towards efficient, reliable, and well-analyzed methods for complex systems management and analysis
Member of
http://library.link/vocab/creatorName
Emmerich, Michael
Image bit depth
0
LC call number
Q342
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Deutz, Andre.
  • Schuetze, Oliver.
  • Bäck, Thomas.
  • Tantar, Emilia.
  • Tantar, Alexandru-Adrian.
  • Del Moral, Pierre
  • Legrand, Pierrick.
  • Bouvry, Pascal.
  • Coello, Carlos A.
  • SpringerLink
Series statement
Advances in Intelligent Systems and Computing,
Series volume
227
http://library.link/vocab/subjectName
  • Engineering
  • Artificial intelligence
  • Engineering
  • Computational Intelligence
  • Artificial Intelligence (incl. Robotics)
Label
EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV : International Conference held at Leiden University, July 10-13, 2013, edited by Michael Emmerich, Andre Deutz, Oliver Schuetze, Thomas Bäck, Emilia Tantar, Alexandru-Adrian Tantar, Pierre Del Moral, Pierrick Legrand, Pascal Bouvry, Carlos A. Coello, (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
Machine Learning and Probabilistic Models -- Complex Networks and Evolutionary Computation -- Diversity Oriented Optimization -- Set-oriented Numerics and Evolutionary Multiobjective Optimization -- Genetic Programming -- Robust Optimization
Dimensions
unknown
Extent
XIV, 324 p. 140 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783319011288
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-01128-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-01128-8
Label
EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV : International Conference held at Leiden University, July 10-13, 2013, edited by Michael Emmerich, Andre Deutz, Oliver Schuetze, Thomas Bäck, Emilia Tantar, Alexandru-Adrian Tantar, Pierre Del Moral, Pierrick Legrand, Pascal Bouvry, Carlos A. Coello, (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
Machine Learning and Probabilistic Models -- Complex Networks and Evolutionary Computation -- Diversity Oriented Optimization -- Set-oriented Numerics and Evolutionary Multiobjective Optimization -- Genetic Programming -- Robust Optimization
Dimensions
unknown
Extent
XIV, 324 p. 140 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9783319011288
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-01128-8
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-319-01128-8

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