APPLICATION OF GENETIC ALGORITHM FOR THE BIN PACKING PROBLEM WITH A NEW REPRESENTATION SCHEME

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MOHAMADI N.

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

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Journal: MATHEMATICAL SCIENCES Year:2010 | Volume:4 | Issue:3 Page(s): 253-266

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Title

APPLICATION OF GENETIC ALGORITHM FOR THE BIN PACKING PROBLEM WITH A NEW REPRESENTATION SCHEME

Author(s)

MOHAMADI N. | Issue Writer Certificate

Keywords

BIN PACKING

HEURISTICS

GENETIC ALGORITHM

Abstract

The BIN PACKING Problem (BPP) is to find the minimum number of bins needed to pack a given set of objects of known sizes so that they do not exceed the capacity of each bin. This problem is known to be NP-Hard [5], hence many heuristic procedures for its solution have been suggested. In this paper we propose a new representation scheme and solve the problem by a GENETIC ALGORITHM. Limited computational results show the efficiency of this scheme.

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APA: Copy

MOHAMADI, N.. (2010). APPLICATION OF GENETIC ALGORITHM FOR THE BIN PACKING PROBLEM WITH A NEW REPRESENTATION SCHEME. MATHEMATICAL SCIENCES, 4(3), 253-266. SID. https://sid.ir/paper/322513/en

Vancouver: Copy

MOHAMADI N.. APPLICATION OF GENETIC ALGORITHM FOR THE BIN PACKING PROBLEM WITH A NEW REPRESENTATION SCHEME. MATHEMATICAL SCIENCES[Internet]. 2010;4(3):253-266. Available from: https://sid.ir/paper/322513/en

IEEE: Copy

N. MOHAMADI, “APPLICATION OF GENETIC ALGORITHM FOR THE BIN PACKING PROBLEM WITH A NEW REPRESENTATION SCHEME,” MATHEMATICAL SCIENCES, vol. 4, no. 3, pp. 253–266, 2010, [Online]. Available: https://sid.ir/paper/322513/en

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