FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3182050405> ?p ?o ?g. }

• W3182050405 abstract "Constraint handling is one of the most influential aspects of applying metaheuristics to real-world applications, which can hamper the search progress if treated improperly. In this work, we focus on a particular case - the box constraints, for which many boundary constraint handling methods (BCHMs) have been proposed. We call for the necessity of studying the impact of BCHMs on metaheuristics' performance and behavior, which receives seemingly little attention in the field. We target quantifying such impacts through systematic benchmarking by investigating 28 major variants of Differential Evolution (DE) taken from the modular DE framework (by combining different mutation and crossover operators) and 13 commonly applied BCHMs, resulting in 28 X 13 = 364 algorithm instances after pairing DE variants with BCHMs. After executing the algorithm instances on the well-known BBOB/COCO problem set, we analyze the best-reached objective function value (performance-wise) and the percentage of repaired solutions (behavioral) using statistical ranking methods for each combination of mutation, crossover, and BBOB function group. Our results clearly show that the choice of BCHMs substantially affects the empirical performance as well as the number of generated infeasible solutions, which allows us to provide general guidelines for selecting an appropriate BCHM for a given scenario." @default.
• W3182050405 created "2021-07-19" @default.
• W3182050405 creator A5004203337 @default.
• W3182050405 creator A5034235097 @default.
• W3182050405 creator A5080102032 @default.
• W3182050405 date "2021-07-07" @default.
• W3182050405 modified "2023-09-23" @default.
• W3182050405 title "Quantifying the impact of boundary constraint handling methods on differential evolution" @default.
• W3182050405 cites W1490180010 @default.
• W3182050405 cites W1490742179 @default.
• W3182050405 cites W1558736780 @default.
• W3182050405 cites W1571065133 @default.
• W3182050405 cites W1576888158 @default.
• W3182050405 cites W1923378012 @default.
• W3182050405 cites W1998444286 @default.
• W3182050405 cites W2011301426 @default.
• W3182050405 cites W2036762380 @default.
• W3182050405 cites W2083281224 @default.
• W3182050405 cites W2086487343 @default.
• W3182050405 cites W2134285040 @default.
• W3182050405 cites W2137340504 @default.
• W3182050405 cites W2155529731 @default.
• W3182050405 cites W2162145193 @default.
• W3182050405 cites W2357843841 @default.
• W3182050405 cites W2419262046 @default.
• W3182050405 cites W2895942979 @default.
• W3182050405 cites W2911068399 @default.
• W3182050405 cites W2968186692 @default.
• W3182050405 cites W2992079410 @default.
• W3182050405 cites W3006746595 @default.
• W3182050405 cites W3102620460 @default.
• W3182050405 doi "https://doi.org/10.1145/3449726.3463214" @default.
• W3182050405 hasPublicationYear "2021" @default.
• W3182050405 type Work @default.
• W3182050405 sameAs 3182050405 @default.
• W3182050405 citedByCount "5" @default.
• W3182050405 countsByYear W31820504052022 @default.
• W3182050405 countsByYear W31820504052023 @default.
• W3182050405 crossrefType "proceedings-article" @default.
• W3182050405 hasAuthorship W3182050405A5004203337 @default.
• W3182050405 hasAuthorship W3182050405A5034235097 @default.
• W3182050405 hasAuthorship W3182050405A5080102032 @default.
• W3182050405 hasBestOaLocation W31820504051 @default.
• W3182050405 hasConcept C104317684 @default.
• W3182050405 hasConcept C109718341 @default.
• W3182050405 hasConcept C11413529 @default.
• W3182050405 hasConcept C119857082 @default.
• W3182050405 hasConcept C122507166 @default.
• W3182050405 hasConcept C126255220 @default.
• W3182050405 hasConcept C14036430 @default.
• W3182050405 hasConcept C144133560 @default.
• W3182050405 hasConcept C159149176 @default.
• W3182050405 hasConcept C162853370 @default.
• W3182050405 hasConcept C177264268 @default.
• W3182050405 hasConcept C185592680 @default.
• W3182050405 hasConcept C199360897 @default.
• W3182050405 hasConcept C202444582 @default.
• W3182050405 hasConcept C205555498 @default.
• W3182050405 hasConcept C207002847 @default.
• W3182050405 hasConcept C2524010 @default.
• W3182050405 hasConcept C2776036281 @default.
• W3182050405 hasConcept C33923547 @default.
• W3182050405 hasConcept C41008148 @default.
• W3182050405 hasConcept C501734568 @default.
• W3182050405 hasConcept C55493867 @default.
• W3182050405 hasConcept C74750220 @default.
• W3182050405 hasConcept C78458016 @default.
• W3182050405 hasConcept C86251818 @default.
• W3182050405 hasConcept C86803240 @default.
• W3182050405 hasConcept C9652623 @default.
• W3182050405 hasConceptScore W3182050405C104317684 @default.
• W3182050405 hasConceptScore W3182050405C109718341 @default.
• W3182050405 hasConceptScore W3182050405C11413529 @default.
• W3182050405 hasConceptScore W3182050405C119857082 @default.
• W3182050405 hasConceptScore W3182050405C122507166 @default.
• W3182050405 hasConceptScore W3182050405C126255220 @default.
• W3182050405 hasConceptScore W3182050405C14036430 @default.
• W3182050405 hasConceptScore W3182050405C144133560 @default.
• W3182050405 hasConceptScore W3182050405C159149176 @default.
• W3182050405 hasConceptScore W3182050405C162853370 @default.
• W3182050405 hasConceptScore W3182050405C177264268 @default.
• W3182050405 hasConceptScore W3182050405C185592680 @default.
• W3182050405 hasConceptScore W3182050405C199360897 @default.
• W3182050405 hasConceptScore W3182050405C202444582 @default.
• W3182050405 hasConceptScore W3182050405C205555498 @default.
• W3182050405 hasConceptScore W3182050405C207002847 @default.
• W3182050405 hasConceptScore W3182050405C2524010 @default.
• W3182050405 hasConceptScore W3182050405C2776036281 @default.
• W3182050405 hasConceptScore W3182050405C33923547 @default.
• W3182050405 hasConceptScore W3182050405C41008148 @default.
• W3182050405 hasConceptScore W3182050405C501734568 @default.
• W3182050405 hasConceptScore W3182050405C55493867 @default.
• W3182050405 hasConceptScore W3182050405C74750220 @default.
• W3182050405 hasConceptScore W3182050405C78458016 @default.
• W3182050405 hasConceptScore W3182050405C86251818 @default.
• W3182050405 hasConceptScore W3182050405C86803240 @default.
• W3182050405 hasConceptScore W3182050405C9652623 @default.
• W3182050405 hasLocation W31820504051 @default.
• W3182050405 hasLocation W31820504052 @default.
• W3182050405 hasLocation W31820504053 @default.

• next