Matches in SemOpenAlex for { <https://semopenalex.org/work/W2155951519> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W2155951519 endingPage "2160" @default.
- W2155951519 startingPage "2150" @default.
- W2155951519 abstract "Stochastic inventory control in multi-echelon systems poses hard problems in optimisation under uncertainty. Stochastic programming can solve small instances optimally, and approximately solve larger instances via scenario reduction techniques, but it cannot handle arbitrary nonlinear constraints or other non-standard features. Simulation optimisation is an alternative approach that has recently been applied to such problems, using policies that require only a few decision variables to be determined. However, to find optimal or near-optimal solutions we must consider exponentially large scenario trees with a corresponding number of decision variables. We propose instead a neuroevolutionary approach: using an artificial neural network to compactly represent the scenario tree, and training the network by a simulation-based evolutionary algorithm. We show experimentally that this method can quickly find high-quality plans using networks of a very simple form." @default.
- W2155951519 created "2016-06-24" @default.
- W2155951519 creator A5020725832 @default.
- W2155951519 creator A5038199174 @default.
- W2155951519 creator A5056867872 @default.
- W2155951519 creator A5061867528 @default.
- W2155951519 date "2012-04-15" @default.
- W2155951519 modified "2023-09-26" @default.
- W2155951519 title "A neuroevolutionary approach to stochastic inventory control in multi-echelon systems" @default.
- W2155951519 cites W1549006996 @default.
- W2155951519 cites W1568161011 @default.
- W2155951519 cites W1647513660 @default.
- W2155951519 cites W1653273292 @default.
- W2155951519 cites W1840240346 @default.
- W2155951519 cites W1970254225 @default.
- W2155951519 cites W1973591079 @default.
- W2155951519 cites W1981253394 @default.
- W2155951519 cites W1995721528 @default.
- W2155951519 cites W1997600725 @default.
- W2155951519 cites W2028335093 @default.
- W2155951519 cites W2034332963 @default.
- W2155951519 cites W2036233984 @default.
- W2155951519 cites W2070410573 @default.
- W2155951519 cites W2078135889 @default.
- W2155951519 cites W2099461641 @default.
- W2155951519 cites W2103933057 @default.
- W2155951519 cites W2111935653 @default.
- W2155951519 cites W2112180705 @default.
- W2155951519 cites W2115536848 @default.
- W2155951519 cites W2122203560 @default.
- W2155951519 cites W2125067726 @default.
- W2155951519 cites W2147862474 @default.
- W2155951519 cites W2148192607 @default.
- W2155951519 cites W2152043436 @default.
- W2155951519 cites W2156106639 @default.
- W2155951519 cites W3122281388 @default.
- W2155951519 doi "https://doi.org/10.1080/00207543.2011.574503" @default.
- W2155951519 hasPublicationYear "2012" @default.
- W2155951519 type Work @default.
- W2155951519 sameAs 2155951519 @default.
- W2155951519 citedByCount "6" @default.
- W2155951519 countsByYear W21559515192015 @default.
- W2155951519 countsByYear W21559515192019 @default.
- W2155951519 countsByYear W21559515192020 @default.
- W2155951519 countsByYear W21559515192021 @default.
- W2155951519 crossrefType "journal-article" @default.
- W2155951519 hasAuthorship W2155951519A5020725832 @default.
- W2155951519 hasAuthorship W2155951519A5038199174 @default.
- W2155951519 hasAuthorship W2155951519A5056867872 @default.
- W2155951519 hasAuthorship W2155951519A5061867528 @default.
- W2155951519 hasBestOaLocation W21559515192 @default.
- W2155951519 hasConcept C117938511 @default.
- W2155951519 hasConcept C126255220 @default.
- W2155951519 hasConcept C127413603 @default.
- W2155951519 hasConcept C154945302 @default.
- W2155951519 hasConcept C2775924081 @default.
- W2155951519 hasConcept C33923547 @default.
- W2155951519 hasConcept C41008148 @default.
- W2155951519 hasConcept C42475967 @default.
- W2155951519 hasConceptScore W2155951519C117938511 @default.
- W2155951519 hasConceptScore W2155951519C126255220 @default.
- W2155951519 hasConceptScore W2155951519C127413603 @default.
- W2155951519 hasConceptScore W2155951519C154945302 @default.
- W2155951519 hasConceptScore W2155951519C2775924081 @default.
- W2155951519 hasConceptScore W2155951519C33923547 @default.
- W2155951519 hasConceptScore W2155951519C41008148 @default.
- W2155951519 hasConceptScore W2155951519C42475967 @default.
- W2155951519 hasIssue "8" @default.
- W2155951519 hasLocation W21559515191 @default.
- W2155951519 hasLocation W21559515192 @default.
- W2155951519 hasOpenAccess W2155951519 @default.
- W2155951519 hasPrimaryLocation W21559515191 @default.
- W2155951519 hasRelatedWork W2006422028 @default.
- W2155951519 hasRelatedWork W2009623592 @default.
- W2155951519 hasRelatedWork W2057514591 @default.
- W2155951519 hasRelatedWork W2108191177 @default.
- W2155951519 hasRelatedWork W2359402296 @default.
- W2155951519 hasRelatedWork W2378847046 @default.
- W2155951519 hasRelatedWork W2389084859 @default.
- W2155951519 hasRelatedWork W2390183831 @default.
- W2155951519 hasRelatedWork W3123535783 @default.
- W2155951519 hasRelatedWork W840138446 @default.
- W2155951519 hasVolume "50" @default.
- W2155951519 isParatext "false" @default.
- W2155951519 isRetracted "false" @default.
- W2155951519 magId "2155951519" @default.
- W2155951519 workType "article" @default.