Proposal of Tabu Search Algorithm Based on Cuckoo Search

Abstract

 This paper presents a new version of Tabu Search (TS) based on Cuckoo Search (CS) called (Tabu-Cuckoo Search TCS) to reduce the effect of the TS problems. The proposed algorithm provides a more diversity to candidate solutions of TS. Two case studies have been solved using the proposed algorithm, 4-Color Map and Traveling Salesman Problem. The proposed algorithm gives a good result compare with the original, the iteration numbers are less and the local minimum or non-optimal solutions are less.

Authors and Affiliations

Ahmed Sadiq Al-Obaidi

Keywords

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  • EP ID EP121137
  • DOI 10.14569/IJARAI.2014.030302
  • Views 129
  • Downloads 0

How To Cite

Ahmed Sadiq Al-Obaidi (2014).  Proposal of Tabu Search Algorithm Based on Cuckoo Search. International Journal of Advanced Research in Artificial Intelligence(IJARAI), 3(3), 7-11. https://europub.co.uk/articles/-A-121137