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Study of mathematical models and solution methods to the lot sizing problem with product substitution

Grant number: 13/03837-9
Support type:Scholarships in Brazil - Scientific Initiation
Effective date (Start): September 01, 2013
Effective date (End): August 31, 2014
Field of knowledge:Engineering - Production Engineering - Operational Research
Principal researcher:Maristela Oliveira dos Santos
Grantee:Rafael Soares Ribeiro
Home Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
Associated research grant:10/10133-0 - Cutting, packing, lot-sizing and scheduling problems and their integration in industrial and logistics settings, AP.TEM

Abstract

In this project, we propose the study and the development of heuristic methods based on mathematical formulation for the lot-sizing problem with product substitution. The lot sizing problem addressed in this project consist in finding a production plan that minimizes production, setup, inventory and substitution costs, and meets without delay the demands of items in the periods. In some production systems, there are higher quality products or products with good performance that may be used to meet the demand of other products with lower quality or performance, but there is a cost involved in this substitution. Thus, is considered the problem of determining a production plan with the option of substitution of products with minimal cost. In the initial phase of this project, a mathematical model of literature to the lot-sizing problem with substitution will be studied and implemented using the optimization package CPLEX 12.4. To validate the implemented model, generated data from the literature will be used. As the classic mathematical model for the problem is hard to solve, in a second phase, we intend to develop heuristic methods based on mathematical formulation for finding solutions to the problem. (AU)

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