Title :
Modeling and simulation of VRP in wartime using NSGA II
Author :
Jiangyun Li ; Xiaobo Jing ; Chaonan Tong
Author_Institution :
Sch. of Autom. & Electr. Eng., Univ. of Sci. & Technol. Beijing, Beijing, China
Abstract :
Aiming at VRP in modern military logistics, this paper sets up the multi-objective VRP mathematical model of military logistics in wartime. This model is solved by NSGA II, and improves the dependence on the initial population and the deficiency in the practical application from NSGA II, and has improved the population initialization and intersection in NSGA II algorithm by the introduction of Greedy algorithm. The algorithm is realized by Matlab programming and applied by examples. After the simulation is improved, NSGA II is able to solve the multi-objective VRP of military logistics in wartime.
Keywords :
greedy algorithms; logistics; military systems; NSGA II wartime; VRP mathematical model; VRP modeling; VRP simulation; greedy algorithm; matlab programming; military logistics; population initialization; Approximation algorithms; Biological cells; Convergence; Heuristic algorithms; Logistics; Optimization; Vehicles; Military Logistics; Multi-objective Optimization; NSGA II; VRP;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244156
