Comparison of Modern Heuristics on Solving the Phase Stability Testing Problem

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F21%3A00353490" target="_blank" >RIV/68407700:21340/21:00353490 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.3934/dcdss.2020227" target="_blank" >https://doi.org/10.3934/dcdss.2020227</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.3934/dcdss.2020227" target="_blank" >10.3934/dcdss.2020227</a>

Result language
angličtina
Original language name
Comparison of Modern Heuristics on Solving the Phase Stability Testing Problem
Original language description
In this paper, we are concerned with the phase stability testing at constant volume, temperature, and moles (VTN-specification) of a multicomponent mixture, which is an unconstrained minimization problem. We present and compare the performance of five chosen optimization algorithms: Differential Evolution, Cuckoo Search, Harmony Search, CMA-ES, and Elephant Herding Optimization. For the comparison of the evolution strategies, we use the Wilcoxon signed-rank test. In addition, we compare the evolution strategies with the classical Newton-Raphson method based on the computation times. Moreover, we present the expanded mirroring technique, which mirrors the computed solution into a given simplex.
Czech name
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Czech description
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Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10102 - Applied mathematics

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
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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