Demand Uncertainty Modeling

Demand Uncertainty Modeling is a stochastic modeling approach that characterizes the variability and unpredictability of customer demand in multi-echelon inventory systems to support service level planning under uncertain conditions.

704

Publications

38.7K

Citations

1.7K

Authors

731

Institutions

Publications per year

2017–2026

265

Parents

Multi-echelon Inventory ManagementService Level Planning

Publications

704

Reducing the Cost of Demand Uncertainty Through Accurate Response to Early Sales

Marshall L. Fisher, Ananth Raman · Operations Research · 1996 · 929 citations

Management, Business Economics, Economics +17

Managing demand uncertainty in supply chain planning

Anshuman Gupta, Costas D. Maranas · Computers & Chemical Engineering · 2003 · 560 citations

Management, Operations Management, Supply Chain Management +14

Electronic Tickets, Smart Cards, and Online Prepayments: When and How to Advance Sell

Jinhong Xie, Steven M. Shugan · Marketing Science · 2001 · 474 citations

Business, Marketing, Marketing Management +13

Price and service competition of supply chains with risk-averse retailers under demand uncertainty

Tiaojun Xiao, Danqin Yang · International Journal of Production Economics · 2008 · 346 citations

Business, Operations Management, Supply Chain Management +17

A General Equilibrium Model for Industries with Price and Service Competition

Fernando Bernstein, Awi Federgruen · Operations Research · 2004 · 337 citations

Business, Business Economics, Economics +17

1–5 of 704

Authors

1.7K

IE
Ignacio E. Grossmann
Carnegie Mellon University, United States
8 publications · 877 citations
8
h-index
WH
William H. K. Lam
Hong Kong Polytechnic University, Hong Kong SAR China
6 publications · 611 citations
6
h-index
ST
S. Travis Waller
UNSW Sydney, Australia
6 publications · 398 citations
6
h-index
AC
Anthony Chen
Utah State University, United States
5 publications · 267 citations
5
h-index
TX
Tiaojun Xiao
Nanjing University, China
5 publications · 598 citations
5
h-index

1–5 of 1.7K

Institutions

731

1–8 of 731

Venues

International Journal of Production Economics
33 publications · 2.4K citations
25
h-index
European Journal of Operational Research
35 publications · 2.1K citations
25
h-index
International Journal of Production Research
32 publications · 1.3K citations
22
h-index
Production and Operations Management
POMS · 19 publications · 1.6K citations
18
h-index
Computers & Industrial Engineering
19 publications · 804 citations
17
h-index

1–5