Search Region Reduction and Ant Colony Optimization, a Short Survey
- Articles
- Submited: October 13, 2021
-
Published: October 13, 2021
Abstract
Different attempts have been made to minimize the search region if large-scale optimization problems. Reducing the search region size would deffintely improve the performance of optimization algorithms, specially ant colony optimization (ACO) algorithm. In this short survey paper, we list the most important attempts to reduce the search region.
Article Metrics Graph
References
[1] Dorigo, M., Birattari, M., &Stutzle, T. (2006). Ant colony optimization. IEEE computational intelligence magazine, 1(4), 28-39
https://doi.org/10.1109/MCI.2006.329691
[2] Agarwal, A., Lim, M. H., Er, M. J., & Chew, C. Y. (2005, August). ACO for a new TSP in region coverage. In 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems (pp. 1717-1722). IEEE.
https://doi.org/10.1109/IROS.2005.1545460
[3]Kong, M., Tian, P., & Kao, Y. (2008). A new ant colony optimization algorithm for the multidimensional knapsack problem. Computers & Operations Research, 35(8), 2672-2683.
https://doi.org/10.1016/j.cor.2006.12.029
[4] Al-Shihabi, S. (2004, September). Backtracking ant system for the traveling salesman problem. In International Workshop on Ant Colony Optimization and Swarm Intelligence (pp. 318-325). Springer, Berlin, Heidelberg.
Backtracking Ant System for the Traveling Salesman Problem | SpringerLink
[5] Al-Shihabi, S. (2004, August). Ants for Sampling in the Nested Partition Algorithm. In Hybrid Metaheuristics (pp. 11-18).
Al-Shihabi, S.: Ants for sampling in the nested partition... - Google Scholar
[6] Mandahawi, N., Al-Shihabi, S., &Altarazi, S. (2011). A max-min ant system to minimize total tardiness on a single machine with sequence dependent setup times implementing a limited budget local search. International Journal of Research and Reviews in Applied Sciences, 6(1), 30-40.
1 (arpapress.com)
[7] Al-Shihabi, S. (2016). A hybrid of max–min ant system and linear programming for the k-covering problem. Computers & Operations Research, 76, 1-11.
https://doi.org/10.1016/j.cor.2016.06.006
[8] Sammy Ibrahim (2021). Optimal holiday destination selection. International Journal of Advance Research, Ideas and Innovations in Technology, 7(5)
Optimal holiday destination selection (ijariit.com)
[9] Sammy Ibrahim (2021). Optimaltimeallocationinacademia-amax-minantsystem. International Research Journal of Modernization in Engineering Technology and Science, 3(9)
fin_irjmets1631798401.pdf
[10] Stützle, T., & Hoos, H. H. (2000). MAX–MIN ant system. Future generation computer systems, 16(8), 889-914.
https://doi.org/10.1016/S0167-739X(00)00043-1
[11] Sammy Ibrahim (2021). Time Allocation in Academia. International Journal of Advance Research, Ideas and Innovations in Technology, 7(5)
Time Allocation in Academia (ijariit.com)
https://doi.org/10.1109/MCI.2006.329691
[2] Agarwal, A., Lim, M. H., Er, M. J., & Chew, C. Y. (2005, August). ACO for a new TSP in region coverage. In 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems (pp. 1717-1722). IEEE.
https://doi.org/10.1109/IROS.2005.1545460
[3]Kong, M., Tian, P., & Kao, Y. (2008). A new ant colony optimization algorithm for the multidimensional knapsack problem. Computers & Operations Research, 35(8), 2672-2683.
https://doi.org/10.1016/j.cor.2006.12.029
[4] Al-Shihabi, S. (2004, September). Backtracking ant system for the traveling salesman problem. In International Workshop on Ant Colony Optimization and Swarm Intelligence (pp. 318-325). Springer, Berlin, Heidelberg.
Backtracking Ant System for the Traveling Salesman Problem | SpringerLink
[5] Al-Shihabi, S. (2004, August). Ants for Sampling in the Nested Partition Algorithm. In Hybrid Metaheuristics (pp. 11-18).
Al-Shihabi, S.: Ants for sampling in the nested partition... - Google Scholar
[6] Mandahawi, N., Al-Shihabi, S., &Altarazi, S. (2011). A max-min ant system to minimize total tardiness on a single machine with sequence dependent setup times implementing a limited budget local search. International Journal of Research and Reviews in Applied Sciences, 6(1), 30-40.
1 (arpapress.com)
[7] Al-Shihabi, S. (2016). A hybrid of max–min ant system and linear programming for the k-covering problem. Computers & Operations Research, 76, 1-11.
https://doi.org/10.1016/j.cor.2016.06.006
[8] Sammy Ibrahim (2021). Optimal holiday destination selection. International Journal of Advance Research, Ideas and Innovations in Technology, 7(5)
Optimal holiday destination selection (ijariit.com)
[9] Sammy Ibrahim (2021). Optimaltimeallocationinacademia-amax-minantsystem. International Research Journal of Modernization in Engineering Technology and Science, 3(9)
fin_irjmets1631798401.pdf
[10] Stützle, T., & Hoos, H. H. (2000). MAX–MIN ant system. Future generation computer systems, 16(8), 889-914.
https://doi.org/10.1016/S0167-739X(00)00043-1
[11] Sammy Ibrahim (2021). Time Allocation in Academia. International Journal of Advance Research, Ideas and Innovations in Technology, 7(5)
Time Allocation in Academia (ijariit.com)
How to Cite
1.
Search Region Reduction and Ant Colony Optimization, a Short Survey. Journal of Research and Opinion [Internet]. 2021 Oct. 13 [cited 2024 Nov. 21];8(10):3036-8. Available from: https://researchopinion.in/index.php/jro/article/view/128
