Learning and intelligent optimization [electronic resource] : 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised selected papers / Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion (eds.).
2015
Q325.5 L56 2015eb
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Title
Learning and intelligent optimization [electronic resource] : 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised selected papers / Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion (eds.).
Meeting Name
LION (Conference) (9th : 2015 : Lille, France)
ISBN
9783319190846 electronic book
3319190849 electronic book
9783319190839
3319190830 (print)
9783319190839 (print)
3319190849 electronic book
9783319190839
3319190830 (print)
9783319190839 (print)
Published
Cham : Springer, 2015.
Language
English
Description
1 online resource (xi, 313 pages) : illustrations.
Item Number
10.1007/978-3-319-19084-6 doi
Call Number
Q325.5 L56 2015eb
Dewey Decimal Classification
006.3/1
Summary
This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Conference on Learning and Optimization, LION 9, which was held in Lille, France, in January 2015. The 31 contributions presented were carefully reviewed and selected for inclusion in this book. A large variety of topics are covered, such as benchmark problems and performance measures; tracking moving optima; dynamic multiobjective optimization; adaptation, learning, and anticipation; handling noisy fitness functions; using fitness approximations; searching for robust optimal solutions; comparative studies; hybrid approaches; theoretical analysis; and real-world applications.
Note
Includes author index.
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Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed June 25, 2015).
Added Author
Dhaenens, Clarisse, editor.
Jourdan, Laetitia, 1976- editor.
Marmion, Marie-Eléonore, editor.
Jourdan, Laetitia, 1976- editor.
Marmion, Marie-Eléonore, editor.
Series
Lecture notes in computer science ; 8994.
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
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Table of Contents
Benchmark problems and performance measures
Tracking moving optima
Dynamic multiobjective optimization
Adaptation, learning, and anticipation
Handling noisy fitness functions
Using fitness approximations
Searching for robust optimal solutions
Comparative studies
Hybrid approaches
Theoretical analysis
Real-world applications.
Tracking moving optima
Dynamic multiobjective optimization
Adaptation, learning, and anticipation
Handling noisy fitness functions
Using fitness approximations
Searching for robust optimal solutions
Comparative studies
Hybrid approaches
Theoretical analysis
Real-world applications.