Matches in SemOpenAlex for { <https://semopenalex.org/work/W251432893> ?p ?o ?g. }
- W251432893 endingPage "7147" @default.
- W251432893 startingPage "7132" @default.
- W251432893 abstract "One of the main limitation of the application of evolutionary algorithms (EA) is the tendency to converge prematurely to a local optimum. The EAs suffer with the disadvantage of premature convergence and hence the study on convergence of EAs is always one of the most important research fields. Due to outstanding capability of chaos to avoid being trapped in local optimum, it can be considered as an efficient search tool. Therefore, in current paper, in order to taking properties of chaos, eight chaotic maps are employed within a differential evolution (DE) algorithm for solving a stochastic job scheduling problem. To speedup searching and avoid local optimum traps, the random sequences produced from chaotic maps are utilized instead of random variables in DE. Furthermore, to address the uncertainties arising in scheduling environments, Monte Carlo simulation is used. However, simulation is not an optimization approach. Therefore, we design the simulation-based optimization approach where a simulator is combined with chaotic DE. The simulation experiments are used to evaluate the quality of candidate solutions and the chaotic DE is utilized to find best-compromised solutions and then guide the search direction. The performance of simulation-based chaotic DE algorithm is investigated in a computational study, and the results show the outperformance of suggested method with respect to the traditional methods." @default.
- W251432893 created "2016-06-24" @default.
- W251432893 creator A5010186783 @default.
- W251432893 creator A5033067096 @default.
- W251432893 date "2015-11-01" @default.
- W251432893 modified "2023-10-17" @default.
- W251432893 title "A Monte Carlo simulation based chaotic differential evolution algorithm for scheduling a stochastic parallel processor system" @default.
- W251432893 cites W1595159159 @default.
- W251432893 cites W1968158824 @default.
- W251432893 cites W1973538756 @default.
- W251432893 cites W1973997930 @default.
- W251432893 cites W1978074159 @default.
- W251432893 cites W1980759760 @default.
- W251432893 cites W1981358261 @default.
- W251432893 cites W1983613420 @default.
- W251432893 cites W1989574099 @default.
- W251432893 cites W1997948597 @default.
- W251432893 cites W2000249201 @default.
- W251432893 cites W2002623185 @default.
- W251432893 cites W2005216095 @default.
- W251432893 cites W2007246612 @default.
- W251432893 cites W2007734490 @default.
- W251432893 cites W2008759288 @default.
- W251432893 cites W2009358769 @default.
- W251432893 cites W2012468641 @default.
- W251432893 cites W2015294321 @default.
- W251432893 cites W2019780255 @default.
- W251432893 cites W2020299050 @default.
- W251432893 cites W2021743472 @default.
- W251432893 cites W2027077493 @default.
- W251432893 cites W2035181235 @default.
- W251432893 cites W2037256541 @default.
- W251432893 cites W2047793127 @default.
- W251432893 cites W2051248568 @default.
- W251432893 cites W2052919414 @default.
- W251432893 cites W2056480792 @default.
- W251432893 cites W2056916950 @default.
- W251432893 cites W2057874216 @default.
- W251432893 cites W2058817479 @default.
- W251432893 cites W2059979298 @default.
- W251432893 cites W2062024332 @default.
- W251432893 cites W2062583960 @default.
- W251432893 cites W2062878902 @default.
- W251432893 cites W2065803401 @default.
- W251432893 cites W2079876258 @default.
- W251432893 cites W2080786057 @default.
- W251432893 cites W2083578364 @default.
- W251432893 cites W2085424933 @default.
- W251432893 cites W2088237714 @default.
- W251432893 cites W2089820164 @default.
- W251432893 cites W2089832231 @default.
- W251432893 cites W2090652959 @default.
- W251432893 cites W2102892532 @default.
- W251432893 cites W2111304353 @default.
- W251432893 cites W2127130980 @default.
- W251432893 cites W2132516028 @default.
- W251432893 cites W2149029357 @default.
- W251432893 cites W2150347838 @default.
- W251432893 cites W2151728381 @default.
- W251432893 cites W2161640904 @default.
- W251432893 cites W2163455399 @default.
- W251432893 cites W2315841162 @default.
- W251432893 cites W3141647261 @default.
- W251432893 cites W4250545504 @default.
- W251432893 doi "https://doi.org/10.1016/j.eswa.2015.05.015" @default.
- W251432893 hasPublicationYear "2015" @default.
- W251432893 type Work @default.
- W251432893 sameAs 251432893 @default.
- W251432893 citedByCount "24" @default.
- W251432893 countsByYear W2514328932015 @default.
- W251432893 countsByYear W2514328932016 @default.
- W251432893 countsByYear W2514328932017 @default.
- W251432893 countsByYear W2514328932018 @default.
- W251432893 countsByYear W2514328932019 @default.
- W251432893 countsByYear W2514328932020 @default.
- W251432893 countsByYear W2514328932021 @default.
- W251432893 countsByYear W2514328932022 @default.
- W251432893 countsByYear W2514328932023 @default.
- W251432893 crossrefType "journal-article" @default.
- W251432893 hasAuthorship W251432893A5010186783 @default.
- W251432893 hasAuthorship W251432893A5033067096 @default.
- W251432893 hasConcept C105795698 @default.
- W251432893 hasConcept C11413529 @default.
- W251432893 hasConcept C126255220 @default.
- W251432893 hasConcept C141934464 @default.
- W251432893 hasConcept C154945302 @default.
- W251432893 hasConcept C162324750 @default.
- W251432893 hasConcept C173608175 @default.
- W251432893 hasConcept C19499675 @default.
- W251432893 hasConcept C206729178 @default.
- W251432893 hasConcept C2777052490 @default.
- W251432893 hasConcept C2777303404 @default.
- W251432893 hasConcept C33923547 @default.
- W251432893 hasConcept C41008148 @default.
- W251432893 hasConcept C50522688 @default.
- W251432893 hasConcept C68339613 @default.
- W251432893 hasConcept C74750220 @default.
- W251432893 hasConceptScore W251432893C105795698 @default.