LEADER 04241nam 22006493 450 001 9910482020103321 005 20240424225738.0 010 $a9781800641778 010 $a180064177X 035 $a(CKB)5590000000486929 035 $a(MiAaPQ)EBC6633455 035 $a(Au-PeEL)EBL6633455 035 $a(OCoLC)1259295880 035 $a(oapen)https://directory.doabooks.org/handle/20.500.12854/70687 035 $a(oapen)doab70687 035 $a(EXLCZ)995590000000486929 100 $a20210901d2021 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aInventory Analytics 205 $a1st ed. 210 $cOpen Book Publishers$d2021 210 1$aCambridge :$cOpen Book Publishers,$d2021. 210 4$d©2021. 215 $a1 online resource (186 pages) 311 08$a9781800641761 311 08$a1800641761 327 $aIntro -- Preface -- Introduction -- Inventory Systems -- Introduction -- The role of inventory in supply chain management -- A simple inventory system -- Inventory costs -- Deterministic supplier lead time -- Deterministic Inventory Control -- Introduction -- Accounting for costs -- The Economic Order Quantity -- Quantity discounts -- Planned backorders in the EOQ -- Finite production rate: The Economic Production Quantity -- Production on a single machine: The Economic Lot Scheduling -- Synchronising production: The Joint Replenishment Problem -- Time-varying demand: Dynamic Lot Sizing -- Planned backorders in Dynamic Lot Sizing -- Order quantity capacity constraints in Dynamic Lot Sizing -- Demand Forecasting -- Introduction -- Time series -- Four simple forecasting methods -- Naïve method -- Drift method -- Seasonal Naïve method -- Evaluating forecasting accuracy -- Prediction Intervals -- Box-Cox transformations -- Exponential Smoothing -- ARIMA models -- Stochastic Inventory Control -- Introduction -- The Newsvendor -- Service level constraints in inventory systems -- Simulating stochastic inventory systems -- The multi-period Newsvendor -- The base-stock policy -- The modified base-stock policy -- The (s,S) policy -- The modified (s,S) policy -- Nervousness of control -- The (R,S) policy -- The (s,Q) policy -- The (R,Q) policy -- The (R,s,S) policy -- Multi-echelon Inventory Systems -- Introduction -- Serial systems -- Assembly systems -- Distribution systems -- General systems -- Appendix -- Introduction -- Poisson processes -- Discrete Event Simulation -- Stochastic Dynamic Programming -- Bibliography -- Index. 330 $aInventory Analytics provides a comprehensive and accessible introduction to the theory and practice of inventory control - a significant research area central to supply chain planning. The book outlines the foundations of inventory systems and surveys prescriptive analytics models for deterministic inventory control. It further discusses predictive analytics techniques for demand forecasting in inventory control and also examines prescriptive analytics models for stochastic inventory control. 606 $aEconomic theory & philosophy$2bicssc 606 $aBiography & True Stories$2bicssc 606 $aSocial research & statistics$2bicssc 606 $aEconomics, finance, business & management$2bicssc 606 $aStochastics$2bicssc 606 $aBusiness & management$2bicssc 606 $aManagement of specific areas$2bicssc 606 $aProbability & statistics$2bicssc 610 $ademand forecasting; deterministic inventory control; inventory control; inventory systems; Python; stochastic inventory control; supply chain planning; 615 7$aEconomic theory & philosophy 615 7$aBiography & True Stories 615 7$aSocial research & statistics 615 7$aEconomics, finance, business & management 615 7$aStochastics 615 7$aBusiness & management 615 7$aManagement of specific areas 615 7$aProbability & statistics 700 $aRossi$b Roberto$0429845 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910482020103321 996 $aInventory Analytics$92250698 997 $aUNINA