%0 Journal Article %T Application of Genetic Algorithm for the Bin Packing Problem with a New Representation Scheme %A N. Mohamadi %J Mathematical Sciences Quarterly Journal %D 2010 %I Springer %X The Bin Packing Problem (BPP) is to find the minimum number of binsneeded to pack a given set of objects of known sizes so that they donot exceed the capacity of each bin. This problem is known to beNP-Hard [5]; hence many heuristic procedures for its solution havebeen suggested. In this paper we propose a new representation schemeand solve the problem by a Genetic Algorithm. Limited computationalresults show the efficiency of this scheme. %K Bin Packing %K Heuristics %K Genetic Algorithm. %U http://mathscience.kiau.ac.ir/Content/Vol4No3/2.pdf