Study on Container Loading Problem Based on NSGA-α Algorithm
2013 ◽
Vol 753-755
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pp. 2954-2958
Keyword(s):
Nsga Ii
◽
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.
2009 ◽
Vol 10
(2)
◽
pp. 255-271
◽
2017 ◽
Vol 257
(2)
◽
pp. 526-538
◽
2012 ◽
Vol 35
(12)
◽
pp. 2553
◽
Keyword(s):