Study on Container Loading Problem Based on NSGA-α Algorithm

Fei Cao

doi:10.4028/www.scientific.net/AMR.753-755.2954

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 753-755Study on Container Loading Problem Based on NSGA-α...

Study on Container Loading Problem Based on NSGA-α Algorithm

Abstract:

Container loading problem with multi-constraints is usually modeled as a three-dimensional packing problem which is known to be NP-complete. This paper presents a novel approach to resolve the container loading problem via multi-objective optimization algorithm (NSGA-II). Specific encoding method and genetic operators are designed based on the mathematics description of the problem. The process also takes several practical constraints into account. Simulation results show that this approach is feasible and effective.

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Periodical:

Advanced Materials Research (Volumes 753-755)

Pages:

2954-2958

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.753-755.2954

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Online since:

August 2013

Authors:

Fei Cao

Keywords:

Container Loading Problem, NSGA-II, Optimization

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