Research Article

ANT COLONY OPTIMIZATION FOR SOLVING TSP WITH SUB-ROUTE ELIMINATION CONSTRAINTS ON TÜRKIYE MAP

Volume: 15 Number: 12 December 6, 2025

ANT COLONY OPTIMIZATION FOR SOLVING TSP WITH SUB-ROUTE ELIMINATION CONSTRAINTS ON TÜRKIYE MAP

Abstract

The Traveling Salesman Problem is the famous optimization problem in the NP-hard class. Many problems with applications in computer science and engineering can be modeled using the Traveling Salesman Problem. In this study, one of the artificial intelligence techniques, ant colony method, is used to solve the traveling salesman problem. In the study applied on the map of Türkiye, it is aimed to plan the best route.

Keywords

References

  1. Appligate, D. L., Bixby, R. E., Chavatal, V., Cook, W. J., (2006), The Traveling Salesman Problem, A Computational Study, Princeton University Press.
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  6. Dorigo, M., Maniezzo, V., Colorni, A., (1991), Ant System: An Autocatalytic Optimizing Process, Technical Report 91-016.
  7. Dorigo, M., Gambardella, L. M., (1997), Ant Colony System: A cooperative learning approach to the traveling salesman problem, IEEE Transactions on Evolutionary Computation, 1(1), pp. 53-66.
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Details

Primary Language

English

Subjects

Operations Research İn Mathematics

Journal Section

Research Article

Publication Date

December 6, 2025

Submission Date

December 21, 2024

Acceptance Date

April 10, 2025

Published in Issue

Year 2025 Volume: 15 Number: 12

APA
Nuriyeva, F., & Erdemci, V. (2025). ANT COLONY OPTIMIZATION FOR SOLVING TSP WITH SUB-ROUTE ELIMINATION CONSTRAINTS ON TÜRKIYE MAP. TWMS Journal of Applied and Engineering Mathematics, 15(12), 2750-2759. https://izlik.org/JA89HW95NH
AMA
1.Nuriyeva F, Erdemci V. ANT COLONY OPTIMIZATION FOR SOLVING TSP WITH SUB-ROUTE ELIMINATION CONSTRAINTS ON TÜRKIYE MAP. JAEM. 2025;15(12):2750-2759. https://izlik.org/JA89HW95NH
Chicago
Nuriyeva, Fidan, and Veysel Erdemci. 2025. “ANT COLONY OPTIMIZATION FOR SOLVING TSP WITH SUB-ROUTE ELIMINATION CONSTRAINTS ON TÜRKIYE MAP”. TWMS Journal of Applied and Engineering Mathematics 15 (12): 2750-59. https://izlik.org/JA89HW95NH.
EndNote
Nuriyeva F, Erdemci V (December 1, 2025) ANT COLONY OPTIMIZATION FOR SOLVING TSP WITH SUB-ROUTE ELIMINATION CONSTRAINTS ON TÜRKIYE MAP. TWMS Journal of Applied and Engineering Mathematics 15 12 2750–2759.
IEEE
[1]F. Nuriyeva and V. Erdemci, “ANT COLONY OPTIMIZATION FOR SOLVING TSP WITH SUB-ROUTE ELIMINATION CONSTRAINTS ON TÜRKIYE MAP”, JAEM, vol. 15, no. 12, pp. 2750–2759, Dec. 2025, [Online]. Available: https://izlik.org/JA89HW95NH
ISNAD
Nuriyeva, Fidan - Erdemci, Veysel. “ANT COLONY OPTIMIZATION FOR SOLVING TSP WITH SUB-ROUTE ELIMINATION CONSTRAINTS ON TÜRKIYE MAP”. TWMS Journal of Applied and Engineering Mathematics 15/12 (December 1, 2025): 2750-2759. https://izlik.org/JA89HW95NH.
JAMA
1.Nuriyeva F, Erdemci V. ANT COLONY OPTIMIZATION FOR SOLVING TSP WITH SUB-ROUTE ELIMINATION CONSTRAINTS ON TÜRKIYE MAP. JAEM. 2025;15:2750–2759.
MLA
Nuriyeva, Fidan, and Veysel Erdemci. “ANT COLONY OPTIMIZATION FOR SOLVING TSP WITH SUB-ROUTE ELIMINATION CONSTRAINTS ON TÜRKIYE MAP”. TWMS Journal of Applied and Engineering Mathematics, vol. 15, no. 12, Dec. 2025, pp. 2750-9, https://izlik.org/JA89HW95NH.
Vancouver
1.Fidan Nuriyeva, Veysel Erdemci. ANT COLONY OPTIMIZATION FOR SOLVING TSP WITH SUB-ROUTE ELIMINATION CONSTRAINTS ON TÜRKIYE MAP. JAEM [Internet]. 2025 Dec. 1;15(12):2750-9. Available from: https://izlik.org/JA89HW95NH