Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384024154> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W4384024154 abstract "A long-standing question in the evolutionary multi-objective (EMO) community is how to generate a good initial population for EMO algorithms. Intuitively, as the starting point of optimization, a good initial population can have positive effects on the performance of EMO algorithms. However, in most existing EMO algorithms, one of the commonly-used initialization methods is to randomly generate a set of solutions as an initial population. One possible approach to improve random initialization is to include one or more Pareto optimal (near Pareto optimal) solution(s) in the initial population, which are expected to provide useful information and knowledge on the optimized problem. In this paper, to investigate the effectiveness of this initialization idea, we examine and quantify the effects of including one or more Pareto optimal solution(s) in the initial population on the performance of EMO algorithms. Experimental results demonstrate that it is worthwhile to first obtain and then include some Pareto optimal solutions in the initial population. Through a number of experiments and algorithm behavior analysis, this study provides supports and insights into EMO algorithm design and motivates further research on population initialization for EMO algorithms." @default.
- W4384024154 created "2023-07-13" @default.
- W4384024154 creator A5000546219 @default.
- W4384024154 creator A5010769113 @default.
- W4384024154 creator A5035595838 @default.
- W4384024154 creator A5056252091 @default.
- W4384024154 creator A5056254888 @default.
- W4384024154 date "2023-07-12" @default.
- W4384024154 modified "2023-10-14" @default.
- W4384024154 title "Effects of Including Optimal Solutions into Initial Population on Evolutionary Multiobjective Optimization" @default.
- W4384024154 cites W1502203485 @default.
- W4384024154 cites W1548955418 @default.
- W4384024154 cites W2005582489 @default.
- W4384024154 cites W2020948185 @default.
- W4384024154 cites W2037932849 @default.
- W4384024154 cites W2038420231 @default.
- W4384024154 cites W2068696225 @default.
- W4384024154 cites W2083743691 @default.
- W4384024154 cites W2084993914 @default.
- W4384024154 cites W2126105956 @default.
- W4384024154 cites W2143381319 @default.
- W4384024154 cites W2594450422 @default.
- W4384024154 cites W3189831819 @default.
- W4384024154 cites W4207048598 @default.
- W4384024154 cites W4207066076 @default.
- W4384024154 cites W4285805550 @default.
- W4384024154 doi "https://doi.org/10.1145/3583131.3590515" @default.
- W4384024154 hasPublicationYear "2023" @default.
- W4384024154 type Work @default.
- W4384024154 citedByCount "0" @default.
- W4384024154 crossrefType "proceedings-article" @default.
- W4384024154 hasAuthorship W4384024154A5000546219 @default.
- W4384024154 hasAuthorship W4384024154A5010769113 @default.
- W4384024154 hasAuthorship W4384024154A5035595838 @default.
- W4384024154 hasAuthorship W4384024154A5056252091 @default.
- W4384024154 hasAuthorship W4384024154A5056254888 @default.
- W4384024154 hasBestOaLocation W43840241541 @default.
- W4384024154 hasConcept C114466953 @default.
- W4384024154 hasConcept C126255220 @default.
- W4384024154 hasConcept C137635306 @default.
- W4384024154 hasConcept C137836250 @default.
- W4384024154 hasConcept C144024400 @default.
- W4384024154 hasConcept C149923435 @default.
- W4384024154 hasConcept C159149176 @default.
- W4384024154 hasConcept C177264268 @default.
- W4384024154 hasConcept C199360897 @default.
- W4384024154 hasConcept C2908647359 @default.
- W4384024154 hasConcept C2986314615 @default.
- W4384024154 hasConcept C33923547 @default.
- W4384024154 hasConcept C41008148 @default.
- W4384024154 hasConcept C68781425 @default.
- W4384024154 hasConceptScore W4384024154C114466953 @default.
- W4384024154 hasConceptScore W4384024154C126255220 @default.
- W4384024154 hasConceptScore W4384024154C137635306 @default.
- W4384024154 hasConceptScore W4384024154C137836250 @default.
- W4384024154 hasConceptScore W4384024154C144024400 @default.
- W4384024154 hasConceptScore W4384024154C149923435 @default.
- W4384024154 hasConceptScore W4384024154C159149176 @default.
- W4384024154 hasConceptScore W4384024154C177264268 @default.
- W4384024154 hasConceptScore W4384024154C199360897 @default.
- W4384024154 hasConceptScore W4384024154C2908647359 @default.
- W4384024154 hasConceptScore W4384024154C2986314615 @default.
- W4384024154 hasConceptScore W4384024154C33923547 @default.
- W4384024154 hasConceptScore W4384024154C41008148 @default.
- W4384024154 hasConceptScore W4384024154C68781425 @default.
- W4384024154 hasFunder F4320321001 @default.
- W4384024154 hasLocation W43840241541 @default.
- W4384024154 hasOpenAccess W4384024154 @default.
- W4384024154 hasPrimaryLocation W43840241541 @default.
- W4384024154 hasRelatedWork W1993518163 @default.
- W4384024154 hasRelatedWork W1997381757 @default.
- W4384024154 hasRelatedWork W2145877535 @default.
- W4384024154 hasRelatedWork W2354615332 @default.
- W4384024154 hasRelatedWork W2384634404 @default.
- W4384024154 hasRelatedWork W3094456605 @default.
- W4384024154 hasRelatedWork W3127946984 @default.
- W4384024154 hasRelatedWork W4287635425 @default.
- W4384024154 hasRelatedWork W4384024154 @default.
- W4384024154 hasRelatedWork W3151104768 @default.
- W4384024154 isParatext "false" @default.
- W4384024154 isRetracted "false" @default.
- W4384024154 workType "article" @default.