Title of article :
A linear optimization approach to the combined production planning model
Author/Authors :
Gramani، نويسنده , , Maria Cristina N. and França، نويسنده , , Paulo M. and Arenales، نويسنده , , Marcos N.، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Abstract :
Two fundamental processes usually arise in the production planning of many industries. The first one consists of deciding how many final products of each type have to be produced in each period of a planning horizon, the well-known lot sizing problem. The other process consists of cutting raw materials in stock in order to produce smaller parts used in the assembly of final products, the well-studied cutting stock problem. In this paper the decision variables of these two problems are dependent of each other in order to obtain a global optimum solution. Setups that are typically present in lot sizing problems are relaxed together with integer frequencies of cutting patterns in the cutting problem. Therefore, a large scale linear optimizations problem arises, which is exactly solved by a column generated technique. It is worth noting that this new combined problem still takes the trade-off between storage costs (for final products and the parts) and trim losses (in the cutting process). We present some sets of computational tests, analyzed over three different scenarios. These results show that, by combining the problems and using an exact method, it is possible to obtain significant gains when compared to the usual industrial practice, which solve them in sequence.
Keywords :
Lot sizing , Column generation technique , Cutting stock , Linear optimization approach
Journal title :
Journal of the Franklin Institute
Journal title :
Journal of the Franklin Institute