id: 06091717
dt: j
an: 06091717
au: Xu, Kelin; Zhu, Wei; Li, Yanbing
ti: An integrated decision model for goods loading-transportation and its
    genetic algorithm.
so: J. Zhejiang Univ., Eng. Sci. 45, No. 9, 1630-1635 (2011).
py: 2011
pu: Zhejiang University Press, Hangzhou
la: ZH
cc: 
ut: integrated model; goods loading-transportation; genetic algorithm;
    multi-objective optimization
ci: 
li: doi:10.3785/j.issn.1008-973X.2011.09.020
ab: Summary: In order to make full uses of transportation means’
    loading-capacity and optimize the transportation path, with full
    consideration of the restraints of cargo weight and volume as well as
    loading-capacity, an integrated loading-transportation model is
    established, and to solve it, the genetic algorithm based on decimal
    coding is adopted. Through analysis to hereditary property under high
    complexity condition and adopting both maximum preserved crossover
    operator and adaptive crossover mutation, the algorithm not only
    furthest retains the parents’ excellent properties and improves the
    basic genetic algorithm’s premature properties, but also builds up
    the simple genetic algorithm’s optimization capabilities and enhances
    the solution’s accuracy. Program for the model is programmed and runs
    smoothly. The example analysis and calculation result show that the
    integrated loading-transportation model and its solution algorithm are
    feasible and effective: it not only saves 26.6\% of total path, but
    also makes the average utilization of loading-capacity and volume reach
    88\% and 86\% respectively.
rv: