FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2914557154> ?p ?o ?g. }

• W2914557154 endingPage "559" @default.
• W2914557154 startingPage "545" @default.
• W2914557154 abstract "An important goal in Manufacturing Planning and Control systems is to achieve short and predictable flow times, especially where high flexibility in meeting customer demand is required. Besides achieving short flow times, one should also maintain high output and due-date performance. One approach to address this problem is the use of an order release mechanism which collects all incoming orders in an order-pool and thereafter determines when to release the orders to the shop-floor. A major disadvantage of traditional order release mechanisms is their inability to consider the nonlinear relationship between resource utilization and flow times which is well known from practice and queuing theory. Therefore, we propose a novel adaptive order release mechanism which utilizes deep reinforcement learning to set release times of the orders and provide several techniques for challenging operations research problems with reinforcement learning. We use a simulation model of a two-stage flow-shop and show that our approach outperforms well-known order release mechanism." @default.
• W2914557154 created "2019-02-21" @default.
• W2914557154 creator A5041764086 @default.
• W2914557154 creator A5086985950 @default.
• W2914557154 date "2019-01-01" @default.
• W2914557154 modified "2023-10-16" @default.
• W2914557154 title "Reinforcement Learning Methods for Operations Research Applications: The Order Release Problem" @default.
• W2914557154 cites W1594809461 @default.
• W2914557154 cites W1968575874 @default.
• W2914557154 cites W1969216601 @default.
• W2914557154 cites W1991754738 @default.
• W2914557154 cites W1991917671 @default.
• W2914557154 cites W2002410899 @default.
• W2914557154 cites W2003133749 @default.
• W2914557154 cites W2003443409 @default.
• W2914557154 cites W2013689299 @default.
• W2914557154 cites W2018993152 @default.
• W2914557154 cites W2028285848 @default.
• W2914557154 cites W2055995772 @default.
• W2914557154 cites W2075033586 @default.
• W2914557154 cites W2075824666 @default.
• W2914557154 cites W2087955975 @default.
• W2914557154 cites W2089110406 @default.
• W2914557154 cites W2090403973 @default.
• W2914557154 cites W2091576556 @default.
• W2914557154 cites W2092225514 @default.
• W2914557154 cites W2099990933 @default.
• W2914557154 cites W2101915445 @default.
• W2914557154 cites W2114701066 @default.
• W2914557154 cites W2122842398 @default.
• W2914557154 cites W2130945895 @default.
• W2914557154 cites W2138237750 @default.
• W2914557154 cites W2139637740 @default.
• W2914557154 cites W2145339207 @default.
• W2914557154 cites W2149503066 @default.
• W2914557154 cites W2158703918 @default.
• W2914557154 cites W2159569323 @default.
• W2914557154 cites W2167747046 @default.
• W2914557154 cites W2167860374 @default.
• W2914557154 cites W2464234006 @default.
• W2914557154 cites W2493023261 @default.
• W2914557154 cites W32403112 @default.
• W2914557154 doi "https://doi.org/10.1007/978-3-030-13709-0_46" @default.
• W2914557154 hasPublicationYear "2019" @default.
• W2914557154 type Work @default.
• W2914557154 sameAs 2914557154 @default.
• W2914557154 citedByCount "10" @default.
• W2914557154 countsByYear W29145571542019 @default.
• W2914557154 countsByYear W29145571542020 @default.
• W2914557154 countsByYear W29145571542021 @default.
• W2914557154 countsByYear W29145571542022 @default.
• W2914557154 crossrefType "book-chapter" @default.
• W2914557154 hasAuthorship W2914557154A5041764086 @default.
• W2914557154 hasAuthorship W2914557154A5086985950 @default.
• W2914557154 hasBestOaLocation W29145571542 @default.
• W2914557154 hasConcept C10138342 @default.
• W2914557154 hasConcept C105795698 @default.
• W2914557154 hasConcept C111472728 @default.
• W2914557154 hasConcept C120314980 @default.
• W2914557154 hasConcept C127413603 @default.
• W2914557154 hasConcept C13736549 @default.
• W2914557154 hasConcept C138885662 @default.
• W2914557154 hasConcept C139719470 @default.
• W2914557154 hasConcept C142000545 @default.
• W2914557154 hasConcept C154945302 @default.
• W2914557154 hasConcept C162324750 @default.
• W2914557154 hasConcept C177264268 @default.
• W2914557154 hasConcept C182306322 @default.
• W2914557154 hasConcept C199360897 @default.
• W2914557154 hasConcept C206345919 @default.
• W2914557154 hasConcept C22684755 @default.
• W2914557154 hasConcept C2778348673 @default.
• W2914557154 hasConcept C2780598303 @default.
• W2914557154 hasConcept C31258907 @default.
• W2914557154 hasConcept C33923547 @default.
• W2914557154 hasConcept C41008148 @default.
• W2914557154 hasConcept C42475967 @default.
• W2914557154 hasConcept C89611455 @default.
• W2914557154 hasConcept C97541855 @default.
• W2914557154 hasConceptScore W2914557154C10138342 @default.
• W2914557154 hasConceptScore W2914557154C105795698 @default.
• W2914557154 hasConceptScore W2914557154C111472728 @default.
• W2914557154 hasConceptScore W2914557154C120314980 @default.
• W2914557154 hasConceptScore W2914557154C127413603 @default.
• W2914557154 hasConceptScore W2914557154C13736549 @default.
• W2914557154 hasConceptScore W2914557154C138885662 @default.
• W2914557154 hasConceptScore W2914557154C139719470 @default.
• W2914557154 hasConceptScore W2914557154C142000545 @default.
• W2914557154 hasConceptScore W2914557154C154945302 @default.
• W2914557154 hasConceptScore W2914557154C162324750 @default.
• W2914557154 hasConceptScore W2914557154C177264268 @default.
• W2914557154 hasConceptScore W2914557154C182306322 @default.
• W2914557154 hasConceptScore W2914557154C199360897 @default.
• W2914557154 hasConceptScore W2914557154C206345919 @default.
• W2914557154 hasConceptScore W2914557154C22684755 @default.
• W2914557154 hasConceptScore W2914557154C2778348673 @default.
• W2914557154 hasConceptScore W2914557154C2780598303 @default.
• W2914557154 hasConceptScore W2914557154C31258907 @default.

• next