APPLICATION OF ANT COLONY ALGORITHM IN OPTIMAL ROUTING OF INTER- CITIES AMBULANCES

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KHAMMAR GHOLAMALI

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Journal: Geographical Planning of Space Year:2017 | Volume:7 | Issue:23 Page(s): 41-52

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Title

APPLICATION OF ANT COLONY ALGORITHM IN OPTIMAL ROUTING OF INTER- CITIES AMBULANCES

Author(s)

KHAMMAR GHOLAMALI | Issue Writer Certificate

Keywords

ANT COLONY ALGORITHMQ1

PARSABADQ2

AMBULANCEQ1

ROUTINGQ1

Abstract

Promptness of relief groups and especially, of inter- cities AMBULANCEs has a vital role in their performance during unpredicted disasters. In this regard, optimal ROUTING of these groups seems necessary in order to cover maximum population centers. For this purpose, the use of artificial intelligence and the so-called “new ROUTING algorithms, ” and its localization among inter/ intra- cities sections, based on their extent and spread, can be an efficient way for efficient urban management and relief organization. Therefore, the aim of this study was to show the practical application of ANT COLONY ALGORITHM for optimizing ROUTING and minimizing the travelled distance.In this research, the case study was performed on over 29 urban and rural points, originated in PARSABAD city, in MATLAB and shown in the GIS environment. The proposed model in this paper can not only be used to analyze the issue, but it also can be used to optimize the ROUTING of distribution of basic goods in cases of natural and human disasters, traffic problem, and so on. Need to note that in the proposed method, the Rolette wheel Selection method is used for random selection of the neighborhoods.The results showed that due to the limited area of the case study, time and quality of achieving to optimal route in ANT COLONY ALGORITHM were calculated 0.19 ms faster than the Experimental Method, whereas, given the movement of 30 ants, the time required to arrive to the scene by the AMBULANCEs for ANT COLONY ALGORITHM and the Experimental Method was calculated 19' 45' ' and 27' 15' ', respectively.

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APA: Copy

KHAMMAR, GHOLAMALI. (2017). APPLICATION OF ANT COLONY ALGORITHM IN OPTIMAL ROUTING OF INTER- CITIES AMBULANCES. GEOGRAPHICAL PLANING OF SPACE, 7(23 ), 41-52. SID. https://sid.ir/paper/251091/en

Vancouver: Copy

KHAMMAR GHOLAMALI. APPLICATION OF ANT COLONY ALGORITHM IN OPTIMAL ROUTING OF INTER- CITIES AMBULANCES. GEOGRAPHICAL PLANING OF SPACE[Internet]. 2017;7(23 ):41-52. Available from: https://sid.ir/paper/251091/en

IEEE: Copy

GHOLAMALI KHAMMAR, “APPLICATION OF ANT COLONY ALGORITHM IN OPTIMAL ROUTING OF INTER- CITIES AMBULANCES,” GEOGRAPHICAL PLANING OF SPACE, vol. 7, no. 23 , pp. 41–52, 2017, [Online]. Available: https://sid.ir/paper/251091/en

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