Optimizing a Stochastic Warehouse using Particle Swarm Optimization

  • Authors:
  • O. Brodersen;M. Schumann

  • Affiliations:
  • -;-

  • Venue:
  • ICICIC '07 Proceedings of the Second International Conference on Innovative Computing, Informatio and Control
  • Year:
  • 2007

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Abstract

Particle Swarm Optimization is a population based search strategy based on the idea of the simulation of bird flocks. In this paper we will introduce an application of the PSO to a management problem. The simulated stochastic 2-product-warehouse with the parameters order amount and safety stock is a capital oriented model with the goal to maximize the amount of money. PSO finds better values for order amount and safety stock compared to a partial enumeration of the problem parameters.