Matches in SemOpenAlex for { <https://semopenalex.org/work/W2984135791> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2984135791 endingPage "875" @default.
- W2984135791 startingPage "864" @default.
- W2984135791 abstract "Dynamic optimization multi-objective problems (DMOPs) are characterized by the environmental changes they experiment . For these problems, optimization algorithms have limited time to find accurate results before every change. A common scenario in optimization is the presence of a decision maker (DM), which establishes preferences on the problem being solved. Nowadays, there are few works focused on applying preference incorporation techniques in DMOPs. This work proposes the Plane Separation (PS) method, a novel technique that allows incorporating preferences in the optimization process by splitting the population into multiple planes based on the proximity of solutions to the region of interest (ROI). PS uses those planes to focus the search towards the ROI while maintaining diversity in the solutions set to avoid stagnation in local optima. PS is incorporated into two versions of DNSGA-II, and in a novel dynamic version of GDE3 we propose. These algorithms are also used as low-level heuristics of a hyper-heuristic. All PS-incorporated algorithms were compared against DRNSGA-II, a dynamic version proposal of a single-reference-point technique for solving MOPs under different preferential setups. The results favor the performance of the proposed PS-based algorithms, confirming its feasibility and effectiveness as a technique for incorporating preferences within a dynamic environment." @default.
- W2984135791 created "2019-11-22" @default.
- W2984135791 creator A5008541726 @default.
- W2984135791 creator A5031545589 @default.
- W2984135791 creator A5061059522 @default.
- W2984135791 creator A5075009803 @default.
- W2984135791 date "2020-09-01" @default.
- W2984135791 modified "2023-10-16" @default.
- W2984135791 title "Plane Separation: A method to solve dynamic multi-objective optimization problems with incorporated preferences" @default.
- W2984135791 cites W1571017796 @default.
- W2984135791 cites W1979596754 @default.
- W2984135791 cites W1998471726 @default.
- W2984135791 cites W2056654250 @default.
- W2984135791 cites W2126105956 @default.
- W2984135791 cites W2142844925 @default.
- W2984135791 cites W2147573707 @default.
- W2984135791 cites W2159531100 @default.
- W2984135791 cites W2590959390 @default.
- W2984135791 cites W2745335589 @default.
- W2984135791 cites W2747672495 @default.
- W2984135791 cites W2792336717 @default.
- W2984135791 cites W2795799780 @default.
- W2984135791 cites W2959418451 @default.
- W2984135791 cites W4241727697 @default.
- W2984135791 doi "https://doi.org/10.1016/j.future.2019.10.039" @default.
- W2984135791 hasPublicationYear "2020" @default.
- W2984135791 type Work @default.
- W2984135791 sameAs 2984135791 @default.
- W2984135791 citedByCount "11" @default.
- W2984135791 countsByYear W29841357912021 @default.
- W2984135791 countsByYear W29841357912022 @default.
- W2984135791 countsByYear W29841357912023 @default.
- W2984135791 crossrefType "journal-article" @default.
- W2984135791 hasAuthorship W2984135791A5008541726 @default.
- W2984135791 hasAuthorship W2984135791A5031545589 @default.
- W2984135791 hasAuthorship W2984135791A5061059522 @default.
- W2984135791 hasAuthorship W2984135791A5075009803 @default.
- W2984135791 hasConcept C111919701 @default.
- W2984135791 hasConcept C11413529 @default.
- W2984135791 hasConcept C120665830 @default.
- W2984135791 hasConcept C121332964 @default.
- W2984135791 hasConcept C126255220 @default.
- W2984135791 hasConcept C127705205 @default.
- W2984135791 hasConcept C137836250 @default.
- W2984135791 hasConcept C154945302 @default.
- W2984135791 hasConcept C173801870 @default.
- W2984135791 hasConcept C177264268 @default.
- W2984135791 hasConcept C192209626 @default.
- W2984135791 hasConcept C199360897 @default.
- W2984135791 hasConcept C2524010 @default.
- W2984135791 hasConcept C28719098 @default.
- W2984135791 hasConcept C2986080485 @default.
- W2984135791 hasConcept C33923547 @default.
- W2984135791 hasConcept C41008148 @default.
- W2984135791 hasConcept C42475967 @default.
- W2984135791 hasConceptScore W2984135791C111919701 @default.
- W2984135791 hasConceptScore W2984135791C11413529 @default.
- W2984135791 hasConceptScore W2984135791C120665830 @default.
- W2984135791 hasConceptScore W2984135791C121332964 @default.
- W2984135791 hasConceptScore W2984135791C126255220 @default.
- W2984135791 hasConceptScore W2984135791C127705205 @default.
- W2984135791 hasConceptScore W2984135791C137836250 @default.
- W2984135791 hasConceptScore W2984135791C154945302 @default.
- W2984135791 hasConceptScore W2984135791C173801870 @default.
- W2984135791 hasConceptScore W2984135791C177264268 @default.
- W2984135791 hasConceptScore W2984135791C192209626 @default.
- W2984135791 hasConceptScore W2984135791C199360897 @default.
- W2984135791 hasConceptScore W2984135791C2524010 @default.
- W2984135791 hasConceptScore W2984135791C28719098 @default.
- W2984135791 hasConceptScore W2984135791C2986080485 @default.
- W2984135791 hasConceptScore W2984135791C33923547 @default.
- W2984135791 hasConceptScore W2984135791C41008148 @default.
- W2984135791 hasConceptScore W2984135791C42475967 @default.
- W2984135791 hasFunder F4320313760 @default.
- W2984135791 hasFunder F4320315062 @default.
- W2984135791 hasFunder F4320321739 @default.
- W2984135791 hasFunder F4320325313 @default.
- W2984135791 hasLocation W29841357911 @default.
- W2984135791 hasOpenAccess W2984135791 @default.
- W2984135791 hasPrimaryLocation W29841357911 @default.
- W2984135791 hasRelatedWork W1586309904 @default.
- W2984135791 hasRelatedWork W2003480636 @default.
- W2984135791 hasRelatedWork W2036607159 @default.
- W2984135791 hasRelatedWork W2140318223 @default.
- W2984135791 hasRelatedWork W2165127677 @default.
- W2984135791 hasRelatedWork W2584277547 @default.
- W2984135791 hasRelatedWork W2774921197 @default.
- W2984135791 hasRelatedWork W2819137623 @default.
- W2984135791 hasRelatedWork W3143937874 @default.
- W2984135791 hasRelatedWork W3161231593 @default.
- W2984135791 hasVolume "110" @default.
- W2984135791 isParatext "false" @default.
- W2984135791 isRetracted "false" @default.
- W2984135791 magId "2984135791" @default.
- W2984135791 workType "article" @default.