Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387059501> ?p ?o ?g. }
- W4387059501 endingPage "1818" @default.
- W4387059501 startingPage "1818" @default.
- W4387059501 abstract "Differential evolution (DE) stands out as a straightforward yet remarkably powerful evolutionary algorithm employed for real-world problem-solving purposes. In the DE algorithm, few parameters are used, and the population is evolved by applying various operations. It is difficult in evolutionary computation algorithms to maintain population diversity. The main issue is the sub-population of the DE algorithm that helps improve convergence speed and escape from the local optimum. Evolving sub-populations by maintaining diversity is an important issue in the literature that is considered in this research. A solution is proposed that uses sub-populations to promote greater diversity within the population and improve the algorithm performance. DE, heterogeneous distributed differential evolution (HDDE), multi-population ensemble differential evolution (MPEDE), and the proposed improved multi-population ensemble differential evolution (IMPEDE) are implemented using parameter settings; population sizes of 100 NP, 150 NP, and 200 NP; and dimensions of 10D, 30D, and 50D for performance comparison. Different combinations of mutations are used to generate the simulated results. The simulation results are generated using 1000, 3000, and 5000 iterations. Experimental outcomes show the superior results of the proposed IMPEDE over existing algorithms. The non-parametric significance Friedman test confirms that there is a significant difference in the performance of the proposed algorithm and other algorithms used in this study by considering a 0.05 level of significance using six benchmark functions." @default.
- W4387059501 created "2023-09-27" @default.
- W4387059501 creator A5009412723 @default.
- W4387059501 creator A5017798048 @default.
- W4387059501 creator A5026841596 @default.
- W4387059501 creator A5068803942 @default.
- W4387059501 creator A5074629800 @default.
- W4387059501 creator A5090204043 @default.
- W4387059501 date "2023-09-25" @default.
- W4387059501 modified "2023-09-27" @default.
- W4387059501 title "Improving Performance of Differential Evolution Using Multi-Population Ensemble Concept" @default.
- W4387059501 cites W1595159159 @default.
- W4387059501 cites W2027825959 @default.
- W4387059501 cites W2060003603 @default.
- W4387059501 cites W2115738471 @default.
- W4387059501 cites W2133583641 @default.
- W4387059501 cites W2419262046 @default.
- W4387059501 cites W2610223059 @default.
- W4387059501 cites W2762183979 @default.
- W4387059501 cites W2799780652 @default.
- W4387059501 cites W2809890364 @default.
- W4387059501 cites W2897245210 @default.
- W4387059501 cites W2899191645 @default.
- W4387059501 cites W2911068399 @default.
- W4387059501 cites W2972256350 @default.
- W4387059501 cites W2985573009 @default.
- W4387059501 cites W2994628484 @default.
- W4387059501 cites W2998173449 @default.
- W4387059501 cites W3001229932 @default.
- W4387059501 cites W3001859104 @default.
- W4387059501 cites W3006746595 @default.
- W4387059501 cites W3093315166 @default.
- W4387059501 cites W3118408813 @default.
- W4387059501 cites W3119347153 @default.
- W4387059501 cites W3123888838 @default.
- W4387059501 cites W3130469670 @default.
- W4387059501 cites W3137253436 @default.
- W4387059501 cites W3184980526 @default.
- W4387059501 cites W3201324775 @default.
- W4387059501 cites W3214435657 @default.
- W4387059501 cites W4200055297 @default.
- W4387059501 cites W4206258573 @default.
- W4387059501 cites W4207014376 @default.
- W4387059501 cites W4214941022 @default.
- W4387059501 cites W4220783392 @default.
- W4387059501 cites W4235880014 @default.
- W4387059501 cites W4280536273 @default.
- W4387059501 cites W4284693603 @default.
- W4387059501 cites W4286249435 @default.
- W4387059501 cites W4313049033 @default.
- W4387059501 cites W4385368950 @default.
- W4387059501 doi "https://doi.org/10.3390/sym15101818" @default.
- W4387059501 hasPublicationYear "2023" @default.
- W4387059501 type Work @default.
- W4387059501 citedByCount "0" @default.
- W4387059501 crossrefType "journal-article" @default.
- W4387059501 hasAuthorship W4387059501A5009412723 @default.
- W4387059501 hasAuthorship W4387059501A5017798048 @default.
- W4387059501 hasAuthorship W4387059501A5026841596 @default.
- W4387059501 hasAuthorship W4387059501A5068803942 @default.
- W4387059501 hasAuthorship W4387059501A5074629800 @default.
- W4387059501 hasAuthorship W4387059501A5090204043 @default.
- W4387059501 hasBestOaLocation W43870595011 @default.
- W4387059501 hasConcept C105795698 @default.
- W4387059501 hasConcept C105902424 @default.
- W4387059501 hasConcept C11413529 @default.
- W4387059501 hasConcept C117251300 @default.
- W4387059501 hasConcept C119857082 @default.
- W4387059501 hasConcept C126255220 @default.
- W4387059501 hasConcept C13280743 @default.
- W4387059501 hasConcept C144024400 @default.
- W4387059501 hasConcept C149923435 @default.
- W4387059501 hasConcept C159149176 @default.
- W4387059501 hasConcept C162324750 @default.
- W4387059501 hasConcept C185798385 @default.
- W4387059501 hasConcept C205649164 @default.
- W4387059501 hasConcept C2777303404 @default.
- W4387059501 hasConcept C2908647359 @default.
- W4387059501 hasConcept C33923547 @default.
- W4387059501 hasConcept C41008148 @default.
- W4387059501 hasConcept C45374587 @default.
- W4387059501 hasConcept C50522688 @default.
- W4387059501 hasConcept C74750220 @default.
- W4387059501 hasConceptScore W4387059501C105795698 @default.
- W4387059501 hasConceptScore W4387059501C105902424 @default.
- W4387059501 hasConceptScore W4387059501C11413529 @default.
- W4387059501 hasConceptScore W4387059501C117251300 @default.
- W4387059501 hasConceptScore W4387059501C119857082 @default.
- W4387059501 hasConceptScore W4387059501C126255220 @default.
- W4387059501 hasConceptScore W4387059501C13280743 @default.
- W4387059501 hasConceptScore W4387059501C144024400 @default.
- W4387059501 hasConceptScore W4387059501C149923435 @default.
- W4387059501 hasConceptScore W4387059501C159149176 @default.
- W4387059501 hasConceptScore W4387059501C162324750 @default.
- W4387059501 hasConceptScore W4387059501C185798385 @default.
- W4387059501 hasConceptScore W4387059501C205649164 @default.
- W4387059501 hasConceptScore W4387059501C2777303404 @default.
- W4387059501 hasConceptScore W4387059501C2908647359 @default.