New Adaptive Approach for Multi-chaotic Differential Evolution Concept
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86096667" target="_blank" >RIV/61989100:27240/15:86096667 - isvavai.cz</a>
Alternative codes found
RIV/70883521:28140/15:43874105 RIV/61989100:27740/15:86096667
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-19644-2_20" target="_blank" >http://dx.doi.org/10.1007/978-3-319-19644-2_20</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-19644-2_20" target="_blank" >10.1007/978-3-319-19644-2_20</a>
Alternative languages
Result language
angličtina
Original language name
New Adaptive Approach for Multi-chaotic Differential Evolution Concept
Original language description
This research deals with the hybridization of the two soft computing fields, which are the chaos theory and evolutionary computation. This paper aims on the investigations on the adaptive multi-chaos-driven evolutionary algorithm Differential Evolution (DE) concept. This paper is aimed at the embedding and adaptive alternating of set of two discrete dissipative chaotic systems in the form of chaotic pseudo random number generators for the DE. In this paper the novel adaptive concept of DE/rand/1/bin strategy driven alter- nately by two chaotic maps (systems) is introduced. From the previous research, it follows that very promising results were obtained through the utilization of different chaotic maps, which have unique properties with connection to DE. The idea is then to connect these two different influences to the performance of DE into the one adaptive multi-chaotic concept with automatic switching without prior knowledge of the optimization problem and without any manual setting
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
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture Notes in Computer Science. Volume 9121
ISBN
978-3-319-19643-5
ISSN
0302-9743
e-ISSN
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Number of pages
10
Pages from-to
234-243
Publisher name
Springer Verlag
Place of publication
London
Event location
Bilbao
Event date
Jun 22, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000363689900020