FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4292223447> ?p ?o ?g. }

• W4292223447 endingPage "109513" @default.
• W4292223447 startingPage "109513" @default.
• W4292223447 abstract "The proper configuration of a metaheuristic requires specific and advanced knowledge, for instance to decide an appropriate population size, to effectively set probability parameters, or to define a correct termination criterion. During the last years there is a trend to let the metaheuristic to autonomously self-control the internal configuration. In this way, by using learning mechanisms, the algorithm is able to learn from the solving process and automatically adapt its configuration in order to improve their performance. Following this research trend, in this paper we explore the ability to autonomously predict population size and termination criteria. The population prediction allows the metaheuristic to dynamically vary the population size during solving time. In this regard, a suitable number of agents is used for each part of the process in order to efficiently explore the space of solutions. On the other hand, predicting the termination criteria is useful as well, the smart usage of resources in the optimization field can bring several advantages in solving complex industrial problems. In this regard, since the number of iterations is estimated during solving time, the proposed architecture avoids useless processing time that does not lead to any solution improvement. We illustrate interesting results using the spotted hyena optimizer and crow search algorithm solving 24 benchmarks functions and the multidimensional knapsack problem, where the proposed approach notably competes with several state-of-the-art optimization algorithms." @default.
• W4292223447 created "2022-08-18" @default.
• W4292223447 creator A5004618406 @default.
• W4292223447 creator A5016340912 @default.
• W4292223447 creator A5021131760 @default.
• W4292223447 creator A5041828713 @default.
• W4292223447 creator A5087883863 @default.
• W4292223447 creator A5089757639 @default.
• W4292223447 date "2022-10-01" @default.
• W4292223447 modified "2023-10-09" @default.
• W4292223447 title "Predicting population size and termination criteria in metaheuristics: A case study based on spotted hyena optimizer and crow search algorithm" @default.
• W4292223447 cites W1595159159 @default.
• W4292223447 cites W1988526212 @default.
• W4292223447 cites W2000621750 @default.
• W4292223447 cites W2031585418 @default.
• W4292223447 cites W2045492613 @default.
• W4292223447 cites W2046938271 @default.
• W4292223447 cites W2056603712 @default.
• W4292223447 cites W2061438946 @default.
• W4292223447 cites W2062480190 @default.
• W4292223447 cites W2065401134 @default.
• W4292223447 cites W2072955302 @default.
• W4292223447 cites W2079747430 @default.
• W4292223447 cites W2082782506 @default.
• W4292223447 cites W2120529703 @default.
• W4292223447 cites W2131202986 @default.
• W4292223447 cites W2143482492 @default.
• W4292223447 cites W2147424049 @default.
• W4292223447 cites W2154943049 @default.
• W4292223447 cites W2167467747 @default.
• W4292223447 cites W2169369819 @default.
• W4292223447 cites W2270353641 @default.
• W4292223447 cites W2290883490 @default.
• W4292223447 cites W2306115793 @default.
• W4292223447 cites W2548112952 @default.
• W4292223447 cites W2598515728 @default.
• W4292223447 cites W2617638177 @default.
• W4292223447 cites W2783827472 @default.
• W4292223447 cites W2883668228 @default.
• W4292223447 cites W2891207652 @default.
• W4292223447 cites W2898618580 @default.
• W4292223447 cites W2941110559 @default.
• W4292223447 cites W2973097520 @default.
• W4292223447 cites W3087215080 @default.
• W4292223447 cites W3090391500 @default.
• W4292223447 cites W3101675022 @default.
• W4292223447 cites W3178594337 @default.
• W4292223447 doi "https://doi.org/10.1016/j.asoc.2022.109513" @default.
• W4292223447 hasPublicationYear "2022" @default.
• W4292223447 type Work @default.
• W4292223447 citedByCount "4" @default.
• W4292223447 countsByYear W42922234472023 @default.
• W4292223447 crossrefType "journal-article" @default.
• W4292223447 hasAuthorship W4292223447A5004618406 @default.
• W4292223447 hasAuthorship W4292223447A5016340912 @default.
• W4292223447 hasAuthorship W4292223447A5021131760 @default.
• W4292223447 hasAuthorship W4292223447A5041828713 @default.
• W4292223447 hasAuthorship W4292223447A5087883863 @default.
• W4292223447 hasAuthorship W4292223447A5089757639 @default.
• W4292223447 hasConcept C109718341 @default.
• W4292223447 hasConcept C111919701 @default.
• W4292223447 hasConcept C113138325 @default.
• W4292223447 hasConcept C11413529 @default.
• W4292223447 hasConcept C119857082 @default.
• W4292223447 hasConcept C126255220 @default.
• W4292223447 hasConcept C144024400 @default.
• W4292223447 hasConcept C149923435 @default.
• W4292223447 hasConcept C177264268 @default.
• W4292223447 hasConcept C18903297 @default.
• W4292223447 hasConcept C199360897 @default.
• W4292223447 hasConcept C202444582 @default.
• W4292223447 hasConcept C2779682765 @default.
• W4292223447 hasConcept C2908647359 @default.
• W4292223447 hasConcept C33923547 @default.
• W4292223447 hasConcept C41008148 @default.
• W4292223447 hasConcept C86803240 @default.
• W4292223447 hasConcept C9652623 @default.
• W4292223447 hasConcept C98045186 @default.
• W4292223447 hasConceptScore W4292223447C109718341 @default.
• W4292223447 hasConceptScore W4292223447C111919701 @default.
• W4292223447 hasConceptScore W4292223447C113138325 @default.
• W4292223447 hasConceptScore W4292223447C11413529 @default.
• W4292223447 hasConceptScore W4292223447C119857082 @default.
• W4292223447 hasConceptScore W4292223447C126255220 @default.
• W4292223447 hasConceptScore W4292223447C144024400 @default.
• W4292223447 hasConceptScore W4292223447C149923435 @default.
• W4292223447 hasConceptScore W4292223447C177264268 @default.
• W4292223447 hasConceptScore W4292223447C18903297 @default.
• W4292223447 hasConceptScore W4292223447C199360897 @default.
• W4292223447 hasConceptScore W4292223447C202444582 @default.
• W4292223447 hasConceptScore W4292223447C2779682765 @default.
• W4292223447 hasConceptScore W4292223447C2908647359 @default.
• W4292223447 hasConceptScore W4292223447C33923547 @default.
• W4292223447 hasConceptScore W4292223447C41008148 @default.
• W4292223447 hasConceptScore W4292223447C86803240 @default.
• W4292223447 hasConceptScore W4292223447C9652623 @default.
• W4292223447 hasConceptScore W4292223447C98045186 @default.
• W4292223447 hasFunder F4320331146 @default.

• next