Behaviour of pseudo-random and chaotic sources of stochasticity in nature-inspired optimization methods
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86092376" target="_blank" >RIV/61989100:27240/14:86092376 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86092376
Result on the web
<a href="http://dx.doi.org/10.1007/s00500-014-1223-y" target="_blank" >http://dx.doi.org/10.1007/s00500-014-1223-y</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/s00500-014-1223-y" target="_blank" >10.1007/s00500-014-1223-y</a>
Alternative languages
Result language
angličtina
Original language name
Behaviour of pseudo-random and chaotic sources of stochasticity in nature-inspired optimization methods
Original language description
Stochasticity, noisiness, and ergodicity are the key concepts behind many natural processes and its modeling is an important part of their implementation. There is a handful of soft-computing methods that are directly inspired by nature or stochastic natural processes. The implementation of such a nature-inspired optimization and search methods usually depends on streams of integer and floating point numbers generated in course of their execution. The pseudo-random numbers are utilized for in-silico emulation of probability-driven natural processes such as arbitrary modification of genetic information (mutation, crossover), partner selection, and survival of the fittest (selection, migration) and environmental effects (small random changes in motion direction and velocity). Deterministic chaos is a well known mathematical concept that can be used to generate sequences of seemingly random real numbers within selected interval in a predictable and well controllable way. In the past, it h
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
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
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Soft computing
ISSN
1432-7643
e-ISSN
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Volume of the periodical
18
Issue of the periodical within the volume
4
Country of publishing house
US - UNITED STATES
Number of pages
11
Pages from-to
619-629
UT code for WoS article
000333030800002
EID of the result in the Scopus database
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