Skip to Main Content
Frequently Asked Questions
Submit an ETD
Global Search Box
Need Help?
Keyword Search
Participating Institutions
Advanced Search
School Logo
Files
File List
osu1306865399.pdf (359.21 KB)
ETD Abstract Container
Abstract Header
Dynamic Probabilistic Lot-Sizing with Service Level Constraints
Author Info
Goel, Saumya
Permalink:
http://rave.ohiolink.edu/etdc/view?acc_num=osu1306865399
Abstract Details
Year and Degree
2011, Master of Science, Ohio State University, Industrial and Systems Engineering.
Abstract
We consider inventory control problems with stochastic demand in which a specific service level must be met. We assume that demand and cost distributions over the planning horizon are finite, discrete and non-stationary. We formulate this problem as a chance-constrained program, whose deterministic equivalent is a large-scale mixed-integer program (MIP). We study the structure of the formulations and develop methods for solving them efficiently. We add mixing cuts to tighten these formulations and propose new valid inequalities. We also decompose these large-scale mixed integer programs using Benders decomposition technique and branch-and-price-and-cut method, both of which could incorporate mixing cuts to improve their performance.
Committee
Simge Küçükyavuz (Advisor)
Marc Posner (Committee Member)
Suvrajeet Sen (Committee Member)
Subject Headings
Industrial Engineering
;
Operations Research
Keywords
Stochastic programming
;
mixed integer programming
;
large scale programming
;
production planning
Recommended Citations
Refworks
EndNote
RIS
Mendeley
Citations
Goel, S. (2011).
Dynamic Probabilistic Lot-Sizing with Service Level Constraints
[Master's thesis, Ohio State University]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=osu1306865399
APA Style (7th edition)
Goel, Saumya.
Dynamic Probabilistic Lot-Sizing with Service Level Constraints.
2011. Ohio State University, Master's thesis.
OhioLINK Electronic Theses and Dissertations Center
, http://rave.ohiolink.edu/etdc/view?acc_num=osu1306865399.
MLA Style (8th edition)
Goel, Saumya. "Dynamic Probabilistic Lot-Sizing with Service Level Constraints." Master's thesis, Ohio State University, 2011. http://rave.ohiolink.edu/etdc/view?acc_num=osu1306865399
Chicago Manual of Style (17th edition)
Abstract Footer
Document number:
osu1306865399
Download Count:
760
Copyright Info
© 2011, all rights reserved.
This open access ETD is published by The Ohio State University and OhioLINK.