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Improvement Initial Solution Water Flow Like Algorithm Using Simulated Annealing for Travelling Salesman Problem

Yıl 2016, Cilt: 6 Sayı: 8, 63 - 66, 01.10.2016

Anis Aklima Kamarudin Zulaiha Ali Othman Hafiz Mohd Sarim

Öz

The water flow-like algorithm (WFA) is a relatively new metaheuristic algorithm, which has shown good solution for the Travelling Salesman Problem (TSP) and is comparable to state of the art results. There are various factor influence the performance of WFA for TSP. However, initial solution has also influence the performance of the algorithm. The basic of WFA uses a random searching method for initialization technique. Previous WFA-TSP used Nearest Neighbor for initial solution. Therefore this paper presents the performance of use Simulated Annealing in initial solution for WFA-TSP. The algorithms are evaluated using 16 benchmarks TSP datasets. The experimental results show that the proposed SA-WFA-TSP outperforms due to its capacity of reduce computing time compared with others algorithms especially for large dataset. Therefore, it can be concluded that SA-WFA-TSP has become the state of the art algorithm for TSP.

Anahtar Kelimeler

Nature-inspired Metaheuristics Water Flow Liked Algorithm Simulated Annealing Algorithm Combinatorial Optimization Traveling Salesman Problem

Yıl 2016, Cilt: 6 Sayı: 8, 63 - 66, 01.10.2016

Anis Aklima Kamarudin Zulaiha Ali Othman Hafiz Mohd Sarim

Öz

Toplam 0 adet kaynakça vardır.

Ayrıntılar

Diğer ID JA97JK35BM
Bölüm Araştırma Makalesi
Yazarlar

Anis Aklima Kamarudin Bu kişi benim

Zulaiha Ali Othman Bu kişi benim

Hafiz Mohd Sarim Bu kişi benim

Yayımlanma Tarihi 1 Ekim 2016
Yayımlandığı Sayı Yıl 2016 Cilt: 6 Sayı: 8

Kaynak Göster

APA Kamarudin, A. A., Othman, Z. A., & Sarim, H. M. (2016). Improvement Initial Solution Water Flow Like Algorithm Using Simulated Annealing for Travelling Salesman Problem. International Review of Management and Marketing, 6(8), 63-66.
AMA Kamarudin AA, Othman ZA, Sarim HM. Improvement Initial Solution Water Flow Like Algorithm Using Simulated Annealing for Travelling Salesman Problem. IRMM. Ekim 2016;6(8):63-66.
Chicago Kamarudin, Anis Aklima, Zulaiha Ali Othman, ve Hafiz Mohd Sarim. “Improvement Initial Solution Water Flow Like Algorithm Using Simulated Annealing for Travelling Salesman Problem”. International Review of Management and Marketing 6, sy. 8 (Ekim 2016): 63-66.
EndNote Kamarudin AA, Othman ZA, Sarim HM (01 Ekim 2016) Improvement Initial Solution Water Flow Like Algorithm Using Simulated Annealing for Travelling Salesman Problem. International Review of Management and Marketing 6 8 63–66.
IEEE A. A. Kamarudin, Z. A. Othman, ve H. M. Sarim, “Improvement Initial Solution Water Flow Like Algorithm Using Simulated Annealing for Travelling Salesman Problem”, IRMM, c. 6, sy. 8, ss. 63–66, 2016.
ISNAD Kamarudin, Anis Aklima vd. “Improvement Initial Solution Water Flow Like Algorithm Using Simulated Annealing for Travelling Salesman Problem”. International Review of Management and Marketing 6/8 (Ekim 2016), 63-66.
JAMA Kamarudin AA, Othman ZA, Sarim HM. Improvement Initial Solution Water Flow Like Algorithm Using Simulated Annealing for Travelling Salesman Problem. IRMM. 2016;6:63–66.
MLA Kamarudin, Anis Aklima vd. “Improvement Initial Solution Water Flow Like Algorithm Using Simulated Annealing for Travelling Salesman Problem”. International Review of Management and Marketing, c. 6, sy. 8, 2016, ss. 63-66.
Vancouver Kamarudin AA, Othman ZA, Sarim HM. Improvement Initial Solution Water Flow Like Algorithm Using Simulated Annealing for Travelling Salesman Problem. IRMM. 2016;6(8):63-6.