The Differential Ant-Stigmergy Algorithm for Large Scale Real-Parameter Optimization

  • Authors:
  • Peter Korošec;Jurij Šilc

  • Affiliations:
  • Computer Systems Department, Jožef Stefan Institute, Ljubljana, Slovenia;Computer Systems Department, Jožef Stefan Institute, Ljubljana, Slovenia

  • Venue:
  • ANTS '08 Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence
  • Year:
  • 2008

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Abstract

The optimization problem treated here is to find x, which optimizes cost function F(x), where x= { x1, x2, ..., xD} is a set of real parameters and Drepresents the dimension of the cost function. Domains of the real parameters are defined by their lower and upper bounds: $x_j^{low}$, $x_j^{upp}$; 1 ≤ j≤ D. In this paper we consider only high-dimensional cost functions with real parameters; Dup to 1000.