Can deterministic chaos improve differential evolution for the linear ordering problem?

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86092657" target="_blank" >RIV/61989100:27240/14:86092657 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86092657
Result on the web
<a href="http://dx.doi.org/10.1109/CEC.2014.6900589" target="_blank" >http://dx.doi.org/10.1109/CEC.2014.6900589</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CEC.2014.6900589" target="_blank" >10.1109/CEC.2014.6900589</a>

Result language
angličtina
Original language name
Can deterministic chaos improve differential evolution for the linear ordering problem?
Original language description
Linear ordering problem is a popular NP-hard combinatorial optimization problem attractive for its complexity, rich library of test data, and variety of real world applications. It has been solved by a number of heuristic as well as metaheuristic methodsin the past. The implementation of nature-inspired metaheuristic 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 an 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 particle 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.
Czech name
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Czech description
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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)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014
ISBN
978-1-4799-1488-3
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
1443-1448
Publisher name
Institute of Electrical and Electronics Engineers
Place of publication
New York
Event location
Beijing
Event date
Jul 6, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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