Heterogeneous Island Model with Re-planning of Methods
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F18%3A10380302" target="_blank" >RIV/00216208:11320/18:10380302 - isvavai.cz</a>
Result on the web
<a href="https://dl.acm.org/citation.cfm?doid=3205651.3205786" target="_blank" >https://dl.acm.org/citation.cfm?doid=3205651.3205786</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1145/3205651.3205786" target="_blank" >10.1145/3205651.3205786</a>
Alternative languages
Result language
angličtina
Original language name
Heterogeneous Island Model with Re-planning of Methods
Original language description
We propose a heterogeneous island model where each of the islands can run a different optimization algorithm. The distributed computation is managed by a central planner, that re-plans the methods during the run of the algorithm -- less successful methods are removed while new instances of more successful methods are added. We show that this re-planning improves the performance of the optimization algorithm.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/GJ17-17125Y" target="_blank" >GJ17-17125Y: Balancing Deliberative and Reactive Behaviour of Intelligent Agents</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2018
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 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion
ISBN
978-1-4503-5764-7
ISSN
—
e-ISSN
neuvedeno
Number of pages
2
Pages from-to
245-246
Publisher name
Association for Computing Machinery, Inc
Place of publication
New York, NY, USA
Event location
Kyoto
Event date
Jul 15, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—