Hypervolume-based local search in multi-objective evolutionary optimization
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F14%3A10284958" target="_blank" >RIV/00216208:11320/14:10284958 - isvavai.cz</a>
Alternative codes found
RIV/67985807:_____/14:00430976
Result on the web
<a href="http://dx.doi.org/10.1145/2576768.2598332" target="_blank" >http://dx.doi.org/10.1145/2576768.2598332</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1145/2576768.2598332" target="_blank" >10.1145/2576768.2598332</a>
Alternative languages
Result language
angličtina
Original language name
Hypervolume-based local search in multi-objective evolutionary optimization
Original language description
This paper describes a surrogate based multi-objective evolutionary algorithm with hyper-volume contribution-based local search. The algorithm switches between an NSGA-II phase and a local search phase. In the local search phase, a model for each of theobjectives is trained and CMAES is used to optimize the hyper-volume contribution of each individual with respect to its two neighbors on the non-dominated front. The performance of the algorithm is evaluated using the well known ZDT and WFG benchmark suites.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/LD13002" target="_blank" >LD13002: Modeling of complex systems for softcomputing methods</a><br>
Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
GECCO 2014 - Proceedings of the 2014 Genetic and Evolutionary Computation Conference
ISBN
978-1-4503-2662-9
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
637-644
Publisher name
Association for Computing Machinery
Place of publication
Vancouver, Kanada
Event location
Vancouver, Kanada
Event date
Jul 12, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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