FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W990918293> ?p ?o ?g. }

• W990918293 endingPage "82" @default.
• W990918293 startingPage "74" @default.
• W990918293 abstract "Among Evolutionary Multiobjective Optimization Algorithms (EMOA) there are many which find only Paretooptimal solutions. These may not be enough in case of multimodal problems and non-connected Pareto fronts, where more information about the shape of the landscape is required. We propose a Multiobjective Clustered Evolutionary Strategy (MCES) which combines a hierarchic genetic algorithm consisting of multiple populations with EMOA rank selection. In the next stage, the genetic sample is clustered to recognize regions with high density of individuals. These regions are occupied by solutions from the neighborhood of the Pareto set. We discuss genetic algorithms with heuristic and the concept of well-tuning which allows for theoretical verification of the presented strategy. Numerical results begin with one example of clustering in a single-objective benchmark problem. Afterwards, we give an illustration of the EMOA rank selection in a simple two-criteria minimization problem and provide results of the simulation of MCES for multimodal, multi-connected example. The strategy copes with multimodal problems without losing local solutions and gives better insight into the shape of the evolutionary landscape. What is more, the stability of solutions in MCES may be analyzed analytically. Keywords— basin of attraction, clustering, genetic algorithm, multiobjective optimization." @default.
• W990918293 created "2016-06-24" @default.
• W990918293 creator A5061266384 @default.
• W990918293 date "2012-01-01" @default.
• W990918293 modified "2023-10-18" @default.
• W990918293 title "Recognizing Sets in Evolutionary Multiobjective Optimization" @default.
• W990918293 cites W1502374754 @default.
• W990918293 cites W1504943474 @default.
• W990918293 cites W1518078339 @default.
• W990918293 cites W1525375343 @default.
• W990918293 cites W155158863 @default.
• W990918293 cites W1600773817 @default.
• W990918293 cites W1606674316 @default.
• W990918293 cites W1664762403 @default.
• W990918293 cites W1721355988 @default.
• W990918293 cites W2060231415 @default.
• W990918293 cites W2066717512 @default.
• W990918293 cites W2071965987 @default.
• W990918293 cites W2083620785 @default.
• W990918293 cites W2106334424 @default.
• W990918293 cites W2116661285 @default.
• W990918293 cites W2117411467 @default.
• W990918293 cites W2124283820 @default.
• W990918293 cites W2152150600 @default.
• W990918293 cites W2252139872 @default.
• W990918293 cites W2261054240 @default.
• W990918293 cites W2594825949 @default.
• W990918293 cites W3023540311 @default.
• W990918293 cites W2522573613 @default.
• W990918293 cites W2984710535 @default.
• W990918293 cites W2994964425 @default.
• W990918293 hasPublicationYear "2012" @default.
• W990918293 type Work @default.
• W990918293 sameAs 990918293 @default.
• W990918293 citedByCount "0" @default.
• W990918293 crossrefType "journal-article" @default.
• W990918293 hasAuthorship W990918293A5061266384 @default.
• W990918293 hasConcept C112972136 @default.
• W990918293 hasConcept C114614502 @default.
• W990918293 hasConcept C119857082 @default.
• W990918293 hasConcept C122507166 @default.
• W990918293 hasConcept C126255220 @default.
• W990918293 hasConcept C13280743 @default.
• W990918293 hasConcept C137635306 @default.
• W990918293 hasConcept C154945302 @default.
• W990918293 hasConcept C159149176 @default.
• W990918293 hasConcept C164226766 @default.
• W990918293 hasConcept C173801870 @default.
• W990918293 hasConcept C185798385 @default.
• W990918293 hasConcept C205649164 @default.
• W990918293 hasConcept C33923547 @default.
• W990918293 hasConcept C41008148 @default.
• W990918293 hasConcept C68781425 @default.
• W990918293 hasConcept C73555534 @default.
• W990918293 hasConcept C81917197 @default.
• W990918293 hasConcept C8880873 @default.
• W990918293 hasConceptScore W990918293C112972136 @default.
• W990918293 hasConceptScore W990918293C114614502 @default.
• W990918293 hasConceptScore W990918293C119857082 @default.
• W990918293 hasConceptScore W990918293C122507166 @default.
• W990918293 hasConceptScore W990918293C126255220 @default.
• W990918293 hasConceptScore W990918293C13280743 @default.
• W990918293 hasConceptScore W990918293C137635306 @default.
• W990918293 hasConceptScore W990918293C154945302 @default.
• W990918293 hasConceptScore W990918293C159149176 @default.
• W990918293 hasConceptScore W990918293C164226766 @default.
• W990918293 hasConceptScore W990918293C173801870 @default.
• W990918293 hasConceptScore W990918293C185798385 @default.
• W990918293 hasConceptScore W990918293C205649164 @default.
• W990918293 hasConceptScore W990918293C33923547 @default.
• W990918293 hasConceptScore W990918293C41008148 @default.
• W990918293 hasConceptScore W990918293C68781425 @default.
• W990918293 hasConceptScore W990918293C73555534 @default.
• W990918293 hasConceptScore W990918293C81917197 @default.
• W990918293 hasConceptScore W990918293C8880873 @default.
• W990918293 hasLocation W9909182931 @default.
• W990918293 hasOpenAccess W990918293 @default.
• W990918293 hasPrimaryLocation W9909182931 @default.
• W990918293 hasRelatedWork W1599825155 @default.
• W990918293 hasRelatedWork W1995122990 @default.
• W990918293 hasRelatedWork W2002082566 @default.
• W990918293 hasRelatedWork W2169490594 @default.
• W990918293 hasRelatedWork W2183043622 @default.
• W990918293 hasRelatedWork W2183719759 @default.
• W990918293 hasRelatedWork W2232769049 @default.
• W990918293 hasRelatedWork W2361629218 @default.
• W990918293 hasRelatedWork W2462860306 @default.
• W990918293 hasRelatedWork W2489235912 @default.
• W990918293 hasRelatedWork W2755582626 @default.
• W990918293 hasRelatedWork W2899519149 @default.
• W990918293 hasRelatedWork W2906115061 @default.
• W990918293 hasRelatedWork W2962947982 @default.
• W990918293 hasRelatedWork W2973065766 @default.
• W990918293 hasRelatedWork W3082874886 @default.
• W990918293 hasRelatedWork W3106294278 @default.
• W990918293 hasRelatedWork W3126485092 @default.
• W990918293 hasRelatedWork W3134440233 @default.
• W990918293 hasRelatedWork W3198418073 @default.

• next