Matches in SemOpenAlex for { <https://semopenalex.org/work/W2156272079> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2156272079 endingPage "851" @default.
- W2156272079 startingPage "839" @default.
- W2156272079 abstract "This study investigates the look-ahead control of a conveyor-serviced production station (CSPS), viewed as a production center, which is connected to a sales center. The production station is equipped with a buffer to temporarily store the parts that will flow into the product bank of the sales center after processing. The whole two-center system is characterized by random parts arrival, random customer demand, random processing time and limited buffer or bank capacities. Thus, the decision-making on the look-ahead range of such demand-driven CSPS is subject to the constraints of production and sales levels. In this paper, we will focus on modeling the stochastic control problem and providing solutions for finding the optimal look-ahead control policy under either average- or discounted-cost criteria. We first establish a detailed semi-Markov decision process for the look-ahead control of the demand-driven CSPS by combining the vacancies of both the buffer and the bank into one state, which can be solved by policy iteration or value iteration if the system parameters are known precisely. Then, to avoid the curse of dimensionality and modeling in the numerical optimization methods, we also propose a Q-learning algorithm combined with a simulated annealing technique to derive the approximate solutions. Simulation results are finally presented to show that by our established model and proposed optimization methods the system can achieve an optimal or suboptimal look-ahead control policy once the capacities of both the buffer and the bank are designed appropriately." @default.
- W2156272079 created "2016-06-24" @default.
- W2156272079 creator A5000934031 @default.
- W2156272079 creator A5005362007 @default.
- W2156272079 creator A5026647049 @default.
- W2156272079 creator A5038243609 @default.
- W2156272079 creator A5058659212 @default.
- W2156272079 date "2015-06-01" @default.
- W2156272079 modified "2023-09-26" @default.
- W2156272079 title "Modeling and optimization control of a demand-driven, conveyor-serviced production station" @default.
- W2156272079 cites W157071335 @default.
- W2156272079 cites W1988750164 @default.
- W2156272079 cites W2037323358 @default.
- W2156272079 cites W2037799811 @default.
- W2156272079 cites W2042609337 @default.
- W2156272079 cites W2072912897 @default.
- W2156272079 cites W2075721872 @default.
- W2156272079 cites W2083068674 @default.
- W2156272079 cites W2085314529 @default.
- W2156272079 cites W2089742512 @default.
- W2156272079 cites W2104223611 @default.
- W2156272079 cites W2118556122 @default.
- W2156272079 cites W2123334156 @default.
- W2156272079 doi "https://doi.org/10.1016/j.ejor.2015.01.009" @default.
- W2156272079 hasPublicationYear "2015" @default.
- W2156272079 type Work @default.
- W2156272079 sameAs 2156272079 @default.
- W2156272079 citedByCount "7" @default.
- W2156272079 countsByYear W21562720792016 @default.
- W2156272079 countsByYear W21562720792017 @default.
- W2156272079 countsByYear W21562720792018 @default.
- W2156272079 countsByYear W21562720792019 @default.
- W2156272079 countsByYear W21562720792021 @default.
- W2156272079 countsByYear W21562720792022 @default.
- W2156272079 crossrefType "journal-article" @default.
- W2156272079 hasAuthorship W2156272079A5000934031 @default.
- W2156272079 hasAuthorship W2156272079A5005362007 @default.
- W2156272079 hasAuthorship W2156272079A5026647049 @default.
- W2156272079 hasAuthorship W2156272079A5038243609 @default.
- W2156272079 hasAuthorship W2156272079A5058659212 @default.
- W2156272079 hasConcept C105795698 @default.
- W2156272079 hasConcept C106189395 @default.
- W2156272079 hasConcept C111030470 @default.
- W2156272079 hasConcept C11413529 @default.
- W2156272079 hasConcept C119857082 @default.
- W2156272079 hasConcept C126255220 @default.
- W2156272079 hasConcept C126980161 @default.
- W2156272079 hasConcept C127413603 @default.
- W2156272079 hasConcept C139719470 @default.
- W2156272079 hasConcept C159886148 @default.
- W2156272079 hasConcept C162324750 @default.
- W2156272079 hasConcept C2778348673 @default.
- W2156272079 hasConcept C33923547 @default.
- W2156272079 hasConcept C41008148 @default.
- W2156272079 hasConcept C42475967 @default.
- W2156272079 hasConcept C91575142 @default.
- W2156272079 hasConcept C98763669 @default.
- W2156272079 hasConceptScore W2156272079C105795698 @default.
- W2156272079 hasConceptScore W2156272079C106189395 @default.
- W2156272079 hasConceptScore W2156272079C111030470 @default.
- W2156272079 hasConceptScore W2156272079C11413529 @default.
- W2156272079 hasConceptScore W2156272079C119857082 @default.
- W2156272079 hasConceptScore W2156272079C126255220 @default.
- W2156272079 hasConceptScore W2156272079C126980161 @default.
- W2156272079 hasConceptScore W2156272079C127413603 @default.
- W2156272079 hasConceptScore W2156272079C139719470 @default.
- W2156272079 hasConceptScore W2156272079C159886148 @default.
- W2156272079 hasConceptScore W2156272079C162324750 @default.
- W2156272079 hasConceptScore W2156272079C2778348673 @default.
- W2156272079 hasConceptScore W2156272079C33923547 @default.
- W2156272079 hasConceptScore W2156272079C41008148 @default.
- W2156272079 hasConceptScore W2156272079C42475967 @default.
- W2156272079 hasConceptScore W2156272079C91575142 @default.
- W2156272079 hasConceptScore W2156272079C98763669 @default.
- W2156272079 hasIssue "3" @default.
- W2156272079 hasLocation W21562720791 @default.
- W2156272079 hasOpenAccess W2156272079 @default.
- W2156272079 hasPrimaryLocation W21562720791 @default.
- W2156272079 hasRelatedWork W1980922866 @default.
- W2156272079 hasRelatedWork W2014256014 @default.
- W2156272079 hasRelatedWork W2125425988 @default.
- W2156272079 hasRelatedWork W2314068453 @default.
- W2156272079 hasRelatedWork W2318780542 @default.
- W2156272079 hasRelatedWork W3047682180 @default.
- W2156272079 hasRelatedWork W3140738360 @default.
- W2156272079 hasRelatedWork W3198596521 @default.
- W2156272079 hasRelatedWork W4246015605 @default.
- W2156272079 hasRelatedWork W283149859 @default.
- W2156272079 hasVolume "243" @default.
- W2156272079 isParatext "false" @default.
- W2156272079 isRetracted "false" @default.
- W2156272079 magId "2156272079" @default.
- W2156272079 workType "article" @default.