Title :
Particle Swarm Optimization for Integer Resource Allocation Problem
Author :
Qiu, Qi-Rong ; Zhang, Yong-Fang
Author_Institution :
Sch. of Math. & Phys., North China Electr. Power Univ., Beijing
Abstract :
In this paper, a corresponding particle swarm optimization algorithm is presented to solve the optimization problem of integer resource allocation. This algorithm is easy to programming. Especially, when the total number of resource and departments, profit matrix is changed, we only need to adjust the value of limited parameter in the procedure to get the optimal solution. At last, according the stochastic simulation technique, numerical results show the algorithm reported is effective and fast.
Keywords :
integer programming; particle swarm optimisation; resource allocation; stochastic programming; integer resource allocation problem; particle swarm optimization algorithm; stochastic simulation technique; Computational modeling; Mathematical model; Mathematics; Numerical simulation; Particle swarm optimization; Physics; Research and development management; Resource management; Risk management; Stochastic processes;
Conference_Titel :
Risk Management & Engineering Management, 2008. ICRMEM '08. International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-3402-2
DOI :
10.1109/ICRMEM.2008.108