Solving steel alloying using differential evolution and SOMA

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86089093" target="_blank" >RIV/61989100:27240/13:86089093 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-40925-7_42" target="_blank" >http://dx.doi.org/10.1007/978-3-642-40925-7_42</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-40925-7_42" target="_blank" >10.1007/978-3-642-40925-7_42</a>

Result language
angličtina
Original language name
Solving steel alloying using differential evolution and SOMA
Original language description
This paper proposes method for solving steel alloying problem using evolution algorithms SOMA and differential evolution. Both algorithms belong to the family of the evolution algorithms but the main ideas of these algorithms are different. In differential evolution new offspring is created during the evolution, the individuals are crossed and mutated, while in SOMA the individuals move in the space of the possible solutions and the mutation is replaced by perturbation. The main goal of this paper is todiscover how much these algorithms are usable and suitable to solve the problem of steel alloying. 2013 IFIP International Federation for Information Processing.
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)

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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