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| 1 | Approximate Dynamic Programming for Stochastic Resource Allocation Problems显示文摘A stochastic resource allocation model, based on the principles of Markov decision processes(MDPs), is proposed in this paper. In particular, a general-purpose framework is developed, which takes into account resource requests for both instant and future needs. The considered framework can handle two types of reservations(i.e., specified and unspecified time interval reservation requests), and implement an overbooking business strategy to further increase business revenues. The resulting dynamic pricing problems can be regarded as sequential decision-making problems under uncertainty, which is solved by means of stochastic dynamic programming(DP) based algorithms. In this regard, Bellman’s backward principle of optimality is exploited in order to provide all the implementation mechanisms for the proposed reservation pricing algorithm. The curse of dimensionality, as the inevitable issue of the DP both for instant resource requests and future resource reservations,occurs. In particular, an approximate dynamic programming(ADP) technique based on linear function approximations is applied to solve such scalability issues. Several examples are provided to show the effectiveness of the proposed approach. | Ali Forootani Raffaele Iervolino Massimo Tipaldi Joshua Neilson | 2020 | IEEE/CAA Journal of Automatica Sinica2020，7，4： | 3 |
| 2 | Biomarkers for epithelial-mesenchymal transitions显示文摘 | Zeisberg Michael Neilson Eric G | 2009 | Journal of Clinical Investigation2009，，6： | 2 |
| 3 | Oximes: Unrecognized Chameleons in Genera and Specialized Plant Metabolism显示文摘 | Mette S rensen Elizabeth H.J. Neilson Birger Lindberg Moiler | 2018 | Molecular Plant2018，11，1： | 2 |
| 4 | Conduct Problems in Children and Adolescents 显示文摘 | Jane Scourfield Marianne Van den Bree Neilson Martin | 2004 | Arch Gen Psychiatry2004，61，： | 1 |
| 5 | Reliability and Validity of the Past Year Total Physical Ac- tivity Questionnaire 显示文摘 | FRIEDENREICH C M COURNEYA K S NEILSON H K | 2006 | Am J Epidemiol2006，163，10： | 1 |
| 6 | The relationship between petroleum emplacement and carbonate reservoir quality: Examples from Abu Dhabi and the Amu Darya Basin显示文摘 | Neilson J E Oxtoby N H Simmons M D | 1998 | Marine and Petroleum Geology1998，15，1： | 1 |
| 7 | miRNA profiling of naive, effeetor and memory CD8 T cells显示文摘 | Wu H Neilson JR Manjunath N | 2007 | PLoS ONE2007，2，10： | 1 |
| 8 | Selective and specific targeting of lens epithelial cells during cataract surgery using sealed-capsule irrigation显示文摘 | Maloof A Neilson G Milverton EJ | 2003 | Cataract Refract surg2003，29，8： | 1 |
| 9 | Faecal occult blood screening for colorectal cancer:is it cost -effective? 显示文摘 | Whynes DK Neilson AR Walker AR | 1998 | Health Economics1998，7，1： | 1 |
| 10 | State of the epidemiological evidence on physical activity and cancer prevention显示文摘 | Christine M. Friedenreich Heather K. Neilson Brigid M. Lynch | 2010 | European Journal of Cancer2010，，14： | 1 |
| 11 | Preoperative anxiety, detection and contributing factors 显示文摘 | Badner NH Neilson WR Munk S | 1990 | Can J Anesth1990，37，4： | 1 |
| 12 | Poly(alkyl/arylphosphazenes) and their precursors显示文摘 | Robert H Neilson Patty Wisian-Neilson | 1988 | Chem Rev1988，88，3： | 1 |
| 13 | Microstructure of fish otoliths 显示文摘 | Campana S E Neilson J D | 1985 | Can J Fish Aquat Sci1985，42，： | 1 |
| 14 | Epithelial-mesenchymal transition and its implications for fibrosis显示文摘 | Kalluri R Neilson EG | 2003 | J Clin Ivest2003，112，12： | 1 |
| 15 | Poly(alky/acrylphosohazenes) and their precursors显示文摘 | R H Neilson P W Neilson | 1988 | Chem Rev1988，88，： | 1 |
| 16 | miRNA profiling of naive, effector and memory CD8 T cells 显示文摘 | Wu H Neilson J R Kumar P | 2007 | PLoS One2007，2，10： | 1 |
| 17 | MicroRNA sponges : competitive inhibitors of small RNAs in mammalian cells 显示文摘 | Ebert MS Neilson JR Sharp PA | 2007 | Nat Methods2007，4，9： | 1 |
| 18 | Mechanisms of disease: Fibroblasts - a new look at an old problem显示文摘 | Neilson EG | 2006 | Nat Clin Pract Nephrol2006，2，2： | 1 |
| 19 | Biomarkers for epithelial-mesenchymal transitions显示文摘 | Zeisberg M Neilson EG | 2009 | J Clin Invest2009，119，6： | 1 |
| 20 | Antenatal eorticosteroids for accelerating fetal lung maturation for women at risk of preterm birth显示文摘 | Neilson JP | 2007 | Obstet Gynecol2007，109，1： | 1 |
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