Optimizers Derived from Human Opinion Formation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F11%3A00186233" target="_blank" >RIV/68407700:21230/11:00186233 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6089618&tag=1" target="_blank" >http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6089618&tag=1</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/NaBIC.2011.6089618" target="_blank" >10.1109/NaBIC.2011.6089618</a>
Alternative languages
Result language
angličtina
Original language name
Optimizers Derived from Human Opinion Formation
Original language description
The human opinion formation can be understood as a social approach to optimization. In the real world, the opinions encode a candidate solution, which is evaluated by a complex and unknown fitness function. The computer models of such processes can be slightly modified by introducing a fitness value, which leads to novel family of optimization techniques. This paper demonstrates how the novel algorithms can be derived from opinion formation models and empirically proves their usability in the area of binary optimization. Particularly, it introduces a general SITO algorithmic framework and describes three algorithms based on this general framework - the previously proposed original distance-based (oSITO), the simplified (sSITO) and the Galam inspired (gSITO) algorithm.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
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Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 2011 Third World Congress on Nature and Biologically Inspired Computing
ISBN
978-1-4577-1123-7
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
359-364
Publisher name
IEEE - Systems, Man, and Cybernetics Society
Place of publication
New York
Event location
Salamanca
Event date
Oct 19, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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