Scatter Search Algorithm with Chaos based Stochasticity
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F14%3A43871700" target="_blank" >RIV/70883521:28140/14:43871700 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Scatter Search Algorithm with Chaos based Stochasticity
Original language description
In this paper, we introduce a Scatter Search algorithm which is driven using a set of four chaos maps. The chaos maps of Tinkerbell, Delayed Logistics, Lozi and Burgers are used as chaotic pseudorandom number generators in the Scatter Search algorithm. These variants of the algorithm are used to solve the flowshop with blocking problem. The results are compared with the Mersenne Twister version of Scatter Search. The new chaos driven Scatter Search algorithm is shown to have superior performance when compared with state of the art heuristics in literature.
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/ED2.1.00%2F03.0089" target="_blank" >ED2.1.00/03.0089: The Centre of Security, Information and Advanced Technologies (CEBIA-Tech)</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
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
2014 IEEE congress on Evolutionary Computation
ISBN
978-1-4799-1487-6
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
860-866
Publisher name
IEEE
Place of publication
New Jersey, Piscataway
Event location
Beijing
Event date
Jun 6, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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