Matches in SemOpenAlex for { <https://semopenalex.org/work/W3118575641> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W3118575641 endingPage "57" @default.
- W3118575641 startingPage "41" @default.
- W3118575641 abstract "The tasks scheduling problem on linear production systems, Flow Shop Scheduling Problems, has been a great importance in the operations research which seeks to establish optimal job scheduling in machines within a production process in an industry in general. The problem considered here is to find a permutation of jobs to be sequentially processed on a number of machines under the restriction that the processing of each job has to be continuous with respect to the objective of minimizing the completion time of all jobs, known in literature as makespan or C max . Furthermore, its considerate setup-time between two jobs. This problem is as NP-hard, it is typical of combinatorial optimization and can be found in manufacturing environments, where there are conventional machines-tools and different types of pieces which share the same route. The following research presents an adaptation of Reinforcement Learning algorithm known as Q-Learning to solve problems of the Flow Shop category. This algorithm is based on learning an action-value function that gives the expected utility of taking a given action in a given state where an agent is associated to each of the resources. Finally, the algorithm is tested with problems of different levels of complexity in order to obtain satisfactory results in terms of solutions quality." @default.
- W3118575641 created "2021-01-18" @default.
- W3118575641 creator A5001143248 @default.
- W3118575641 creator A5080298597 @default.
- W3118575641 date "2017-02-02" @default.
- W3118575641 modified "2023-09-23" @default.
- W3118575641 title "Adapting a Reinforcement Learning Approach for the Flow Shop Environment with sequence-dependent setup time" @default.
- W3118575641 hasPublicationYear "2017" @default.
- W3118575641 type Work @default.
- W3118575641 sameAs 3118575641 @default.
- W3118575641 citedByCount "1" @default.
- W3118575641 countsByYear W31185756412017 @default.
- W3118575641 crossrefType "journal-article" @default.
- W3118575641 hasAuthorship W3118575641A5001143248 @default.
- W3118575641 hasAuthorship W3118575641A5080298597 @default.
- W3118575641 hasConcept C111919701 @default.
- W3118575641 hasConcept C121332964 @default.
- W3118575641 hasConcept C126255220 @default.
- W3118575641 hasConcept C154945302 @default.
- W3118575641 hasConcept C158336966 @default.
- W3118575641 hasConcept C206729178 @default.
- W3118575641 hasConcept C21308566 @default.
- W3118575641 hasConcept C24890656 @default.
- W3118575641 hasConcept C2777243215 @default.
- W3118575641 hasConcept C33923547 @default.
- W3118575641 hasConcept C41008148 @default.
- W3118575641 hasConcept C55416958 @default.
- W3118575641 hasConcept C68387754 @default.
- W3118575641 hasConcept C97541855 @default.
- W3118575641 hasConceptScore W3118575641C111919701 @default.
- W3118575641 hasConceptScore W3118575641C121332964 @default.
- W3118575641 hasConceptScore W3118575641C126255220 @default.
- W3118575641 hasConceptScore W3118575641C154945302 @default.
- W3118575641 hasConceptScore W3118575641C158336966 @default.
- W3118575641 hasConceptScore W3118575641C206729178 @default.
- W3118575641 hasConceptScore W3118575641C21308566 @default.
- W3118575641 hasConceptScore W3118575641C24890656 @default.
- W3118575641 hasConceptScore W3118575641C2777243215 @default.
- W3118575641 hasConceptScore W3118575641C33923547 @default.
- W3118575641 hasConceptScore W3118575641C41008148 @default.
- W3118575641 hasConceptScore W3118575641C55416958 @default.
- W3118575641 hasConceptScore W3118575641C68387754 @default.
- W3118575641 hasConceptScore W3118575641C97541855 @default.
- W3118575641 hasIssue "1" @default.
- W3118575641 hasOpenAccess W3118575641 @default.
- W3118575641 hasRelatedWork W1579094337 @default.
- W3118575641 hasRelatedWork W172515751 @default.
- W3118575641 hasRelatedWork W1965627526 @default.
- W3118575641 hasRelatedWork W2001951835 @default.
- W3118575641 hasRelatedWork W2095731033 @default.
- W3118575641 hasRelatedWork W2135323982 @default.
- W3118575641 hasRelatedWork W2292938756 @default.
- W3118575641 hasRelatedWork W2508728642 @default.
- W3118575641 hasRelatedWork W2557870805 @default.
- W3118575641 hasRelatedWork W2570123661 @default.
- W3118575641 hasRelatedWork W2621821766 @default.
- W3118575641 hasRelatedWork W2791970099 @default.
- W3118575641 hasRelatedWork W2921561807 @default.
- W3118575641 hasRelatedWork W2953962639 @default.
- W3118575641 hasRelatedWork W2957453219 @default.
- W3118575641 hasRelatedWork W3139253831 @default.
- W3118575641 hasRelatedWork W3168342227 @default.
- W3118575641 hasRelatedWork W3174440843 @default.
- W3118575641 hasRelatedWork W84867468 @default.
- W3118575641 hasRelatedWork W2084625165 @default.
- W3118575641 hasVolume "11" @default.
- W3118575641 isParatext "false" @default.
- W3118575641 isRetracted "false" @default.
- W3118575641 magId "3118575641" @default.
- W3118575641 workType "article" @default.