Applying Genetic Algorithm and Simulated Annealing to a Combinatorial Optimization Problem

Mandira Chakraborty, Uday K. Chakraborty

Research output: Contribution to journalArticlepeer-review

Abstract

This paper applies the genetic algorithm and simulated annealing to the problem of optimal link enhancement, which is an NP-complete combinatorial optimization problem in the topological expansion of computer communication networks. Experimental results show that simulated annealing outperforms the genetic algorithm on this problem.
Original languageAmerican English
JournalInternational Conference on Information and Communication Security
Volume2
DOIs
StatePublished - Jan 1 1997
Externally publishedYes

Disciplines

  • Applied Mathematics
  • Theory and Algorithms
  • Computer Sciences

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