Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385377071> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4385377071 endingPage "261" @default.
- W4385377071 startingPage "251" @default.
- W4385377071 abstract "As an important branch of distributed scheduling, distributed flexible job shop scheduling problem (DFJSP) has become an emerging production pattern. This article proposes a Q-learning-based hyper-heuristic evolutionary algorithm (QHHEA) to minimize the maximum completion time (i.e., makespan) of DFJSP. First, a hybrid initialization strategy is introduced to acquire a high-quality initial population with certain diversity. Second, according to DFJSP’s characteristics, we design a three-dimensional vector coding scheme, and left-shift method is embedded into the decoding stage to improve the utilization of machines. Third, six simple but effective low-level neighborhood structures are devised. Forth, a Q-learning-based high-level strategy (QHLS) is developed to automatically learn the execution order of the low-level neighborhood structure. Moreover, a novel definition of the state and a dynamic adaptive parameter mechanism are developed to avoid QHHEA trapping in the local optima. Finally, comprehensive comparisons are conducted for our QHHEA against several state-of-the-art algorithms based on 18 instances. And the statistical results demonstrate the efficiency and effectiveness of the proposed QHHEA in solving the DFJSP." @default.
- W4385377071 created "2023-07-30" @default.
- W4385377071 creator A5015115331 @default.
- W4385377071 creator A5018523963 @default.
- W4385377071 creator A5019420101 @default.
- W4385377071 creator A5051785764 @default.
- W4385377071 creator A5060851755 @default.
- W4385377071 date "2023-01-01" @default.
- W4385377071 modified "2023-10-12" @default.
- W4385377071 title "A Q-Learning-Based Hyper-Heuristic Evolutionary Algorithm for the Distributed Flexible Job-Shop Scheduling Problem" @default.
- W4385377071 cites W2024864806 @default.
- W4385377071 cites W2048490243 @default.
- W4385377071 cites W2766489974 @default.
- W4385377071 cites W2783585128 @default.
- W4385377071 cites W3004492813 @default.
- W4385377071 cites W3006275750 @default.
- W4385377071 cites W3042720728 @default.
- W4385377071 cites W3130515520 @default.
- W4385377071 cites W3203365843 @default.
- W4385377071 cites W4214717370 @default.
- W4385377071 doi "https://doi.org/10.1007/978-981-99-4755-3_22" @default.
- W4385377071 hasPublicationYear "2023" @default.
- W4385377071 type Work @default.
- W4385377071 citedByCount "0" @default.
- W4385377071 crossrefType "book-chapter" @default.
- W4385377071 hasAuthorship W4385377071A5015115331 @default.
- W4385377071 hasAuthorship W4385377071A5018523963 @default.
- W4385377071 hasAuthorship W4385377071A5019420101 @default.
- W4385377071 hasAuthorship W4385377071A5051785764 @default.
- W4385377071 hasAuthorship W4385377071A5060851755 @default.
- W4385377071 hasConcept C111919701 @default.
- W4385377071 hasConcept C114466953 @default.
- W4385377071 hasConcept C126255220 @default.
- W4385377071 hasConcept C144024400 @default.
- W4385377071 hasConcept C149923435 @default.
- W4385377071 hasConcept C154945302 @default.
- W4385377071 hasConcept C158336966 @default.
- W4385377071 hasConcept C159149176 @default.
- W4385377071 hasConcept C173801870 @default.
- W4385377071 hasConcept C199360897 @default.
- W4385377071 hasConcept C206729178 @default.
- W4385377071 hasConcept C2908647359 @default.
- W4385377071 hasConcept C33923547 @default.
- W4385377071 hasConcept C41008148 @default.
- W4385377071 hasConcept C55416958 @default.
- W4385377071 hasConcept C68387754 @default.
- W4385377071 hasConceptScore W4385377071C111919701 @default.
- W4385377071 hasConceptScore W4385377071C114466953 @default.
- W4385377071 hasConceptScore W4385377071C126255220 @default.
- W4385377071 hasConceptScore W4385377071C144024400 @default.
- W4385377071 hasConceptScore W4385377071C149923435 @default.
- W4385377071 hasConceptScore W4385377071C154945302 @default.
- W4385377071 hasConceptScore W4385377071C158336966 @default.
- W4385377071 hasConceptScore W4385377071C159149176 @default.
- W4385377071 hasConceptScore W4385377071C173801870 @default.
- W4385377071 hasConceptScore W4385377071C199360897 @default.
- W4385377071 hasConceptScore W4385377071C206729178 @default.
- W4385377071 hasConceptScore W4385377071C2908647359 @default.
- W4385377071 hasConceptScore W4385377071C33923547 @default.
- W4385377071 hasConceptScore W4385377071C41008148 @default.
- W4385377071 hasConceptScore W4385377071C55416958 @default.
- W4385377071 hasConceptScore W4385377071C68387754 @default.
- W4385377071 hasLocation W43853770711 @default.
- W4385377071 hasOpenAccess W4385377071 @default.
- W4385377071 hasPrimaryLocation W43853770711 @default.
- W4385377071 hasRelatedWork W1964880423 @default.
- W4385377071 hasRelatedWork W2047776982 @default.
- W4385377071 hasRelatedWork W2160845411 @default.
- W4385377071 hasRelatedWork W2249666447 @default.
- W4385377071 hasRelatedWork W2601156753 @default.
- W4385377071 hasRelatedWork W2624187131 @default.
- W4385377071 hasRelatedWork W2906375174 @default.
- W4385377071 hasRelatedWork W3023582503 @default.
- W4385377071 hasRelatedWork W4366724929 @default.
- W4385377071 hasRelatedWork W4384024154 @default.
- W4385377071 isParatext "false" @default.
- W4385377071 isRetracted "false" @default.
- W4385377071 workType "book-chapter" @default.