Matches in SemOpenAlex for { <https://semopenalex.org/work/W3149900634> ?p ?o ?g. }
- W3149900634 endingPage "869" @default.
- W3149900634 startingPage "856" @default.
- W3149900634 abstract "Different from multiobjective optimization problems (MOPs), multimodal MOPs (MMOPs) focus on both decision and objective spaces rather than only objective one. Thus, finding a good Pareto front approximation and finding the maximal number of equivalent Pareto optimal solutions for each objective vector in the Pareto front are two core tasks for them. Although some multimodal multiobjective evolutionary algorithms have been proposed to handle them, they can quickly converge to the easy-to-find equivalent Pareto optimal solutions, thereby losing their ability to improve solution diversity in decision space and performance in objective space. To address the above issues, this work proposes a new information utilization method. Its core idea is to randomly extract a certain amount of decision variable information from the current optimal solutions to construct an information vector, which is, in turn, used to assist the generation of elite solutions. The proposed method can assist any available intelligent optimizers to improve their performance in solving MMOPs. This is confirmed by experimental results obtained from solving 22 such problems from CEC2019 and 12 scalable imbalanced distance minimization problems through a number of optimizers. Finally, we apply the proposed method to credit card fraud detection problems to show its practical significance." @default.
- W3149900634 created "2021-04-13" @default.
- W3149900634 creator A5000861569 @default.
- W3149900634 creator A5043944944 @default.
- W3149900634 creator A5081318069 @default.
- W3149900634 creator A5089246523 @default.
- W3149900634 date "2021-08-01" @default.
- W3149900634 modified "2023-10-15" @default.
- W3149900634 title "Information-Utilization-Method-Assisted Multimodal Multiobjective Optimization and Application to Credit Card Fraud Detection" @default.
- W3149900634 cites W1588375755 @default.
- W3149900634 cites W2013885787 @default.
- W3149900634 cites W2041452453 @default.
- W3149900634 cites W2064884466 @default.
- W3149900634 cites W2078622091 @default.
- W3149900634 cites W2098073879 @default.
- W3149900634 cites W2098907614 @default.
- W3149900634 cites W2116961716 @default.
- W3149900634 cites W2126105956 @default.
- W3149900634 cites W2143381319 @default.
- W3149900634 cites W2145680307 @default.
- W3149900634 cites W2158320871 @default.
- W3149900634 cites W2312187463 @default.
- W3149900634 cites W2312553966 @default.
- W3149900634 cites W2334928717 @default.
- W3149900634 cites W2344852273 @default.
- W3149900634 cites W2507510427 @default.
- W3149900634 cites W2558610617 @default.
- W3149900634 cites W2575904838 @default.
- W3149900634 cites W2611421169 @default.
- W3149900634 cites W2740985535 @default.
- W3149900634 cites W2757662287 @default.
- W3149900634 cites W2758008099 @default.
- W3149900634 cites W2802480283 @default.
- W3149900634 cites W2808442772 @default.
- W3149900634 cites W2829536470 @default.
- W3149900634 cites W2883868302 @default.
- W3149900634 cites W2884481886 @default.
- W3149900634 cites W2887231366 @default.
- W3149900634 cites W2895380069 @default.
- W3149900634 cites W2896014807 @default.
- W3149900634 cites W2899519149 @default.
- W3149900634 cites W2904387011 @default.
- W3149900634 cites W2916156896 @default.
- W3149900634 cites W2928048063 @default.
- W3149900634 cites W2933307200 @default.
- W3149900634 cites W2947137854 @default.
- W3149900634 cites W2947276500 @default.
- W3149900634 cites W2951307174 @default.
- W3149900634 cites W2954522583 @default.
- W3149900634 cites W2967552623 @default.
- W3149900634 cites W2967646896 @default.
- W3149900634 cites W2967905217 @default.
- W3149900634 cites W2967906665 @default.
- W3149900634 cites W2968531218 @default.
- W3149900634 cites W2971217618 @default.
- W3149900634 cites W2979640675 @default.
- W3149900634 cites W3009006131 @default.
- W3149900634 cites W3025519219 @default.
- W3149900634 cites W3033555278 @default.
- W3149900634 cites W3034038218 @default.
- W3149900634 cites W3082453666 @default.
- W3149900634 cites W3106294278 @default.
- W3149900634 doi "https://doi.org/10.1109/tcss.2021.3061439" @default.
- W3149900634 hasPublicationYear "2021" @default.
- W3149900634 type Work @default.
- W3149900634 sameAs 3149900634 @default.
- W3149900634 citedByCount "22" @default.
- W3149900634 countsByYear W31499006342021 @default.
- W3149900634 countsByYear W31499006342022 @default.
- W3149900634 countsByYear W31499006342023 @default.
- W3149900634 crossrefType "journal-article" @default.
- W3149900634 hasAuthorship W3149900634A5000861569 @default.
- W3149900634 hasAuthorship W3149900634A5043944944 @default.
- W3149900634 hasAuthorship W3149900634A5081318069 @default.
- W3149900634 hasAuthorship W3149900634A5089246523 @default.
- W3149900634 hasConcept C119857082 @default.
- W3149900634 hasConcept C12267149 @default.
- W3149900634 hasConcept C126255220 @default.
- W3149900634 hasConcept C137635306 @default.
- W3149900634 hasConcept C154945302 @default.
- W3149900634 hasConcept C159149176 @default.
- W3149900634 hasConcept C199360897 @default.
- W3149900634 hasConcept C2164484 @default.
- W3149900634 hasConcept C2780801425 @default.
- W3149900634 hasConcept C33923547 @default.
- W3149900634 hasConcept C41008148 @default.
- W3149900634 hasConcept C48044578 @default.
- W3149900634 hasConcept C68781425 @default.
- W3149900634 hasConcept C76155785 @default.
- W3149900634 hasConcept C77088390 @default.
- W3149900634 hasConceptScore W3149900634C119857082 @default.
- W3149900634 hasConceptScore W3149900634C12267149 @default.
- W3149900634 hasConceptScore W3149900634C126255220 @default.
- W3149900634 hasConceptScore W3149900634C137635306 @default.
- W3149900634 hasConceptScore W3149900634C154945302 @default.
- W3149900634 hasConceptScore W3149900634C159149176 @default.
- W3149900634 hasConceptScore W3149900634C199360897 @default.
- W3149900634 hasConceptScore W3149900634C2164484 @default.