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JCR Impact Factor: 0.800
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SCOPUS CiteScore: 2.0
Issues per year: 4
Current issue: Feb 2024
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PUBLISHER

Stefan cel Mare
University of Suceava
Faculty of Electrical Engineering and
Computer Science
13, Universitatii Street
Suceava - 720229
ROMANIA

Print ISSN: 1582-7445
Online ISSN: 1844-7600
WorldCat: 643243560
doi: 10.4316/AECE


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2023-Jun-28
Clarivate Analytics published the InCites Journal Citations Report for 2022. The InCites JCR Impact Factor of Advances in Electrical and Computer Engineering is 0.800 (0.700 without Journal self-cites), and the InCites JCR 5-Year Impact Factor is 1.000.

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  3/2018 - 7

A Hybrid Model based on Genetic Algorithm and Space-Filling Curve applied to Optimization of Vehicle Routes

MENDES, W. R. See more information about MENDES, W. R. on SCOPUS See more information about MENDES, W. R. on IEEExplore See more information about MENDES, W. R. on Web of Science, PEREIRA, F. G. See more information about  PEREIRA, F. G. on SCOPUS See more information about  PEREIRA, F. G. on SCOPUS See more information about PEREIRA, F. G. on Web of Science, CAVALIERI, D. C. See more information about CAVALIERI, D. C. on SCOPUS See more information about CAVALIERI, D. C. on SCOPUS See more information about CAVALIERI, D. C. on Web of Science
 
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Click to see author's profile in See more information about the author on SCOPUS SCOPUS, See more information about the author on IEEE Xplore IEEE Xplore, See more information about the author on Web of Science Web of Science

Download PDF pdficon (1,801 KB) | Citation | Downloads: 997 | Views: 2,372

Author keywords
vehicle routing, genetic algorithms, fractals, hybrid intelligent systems, computer applications

References keywords
problem(16), routing(14), vehicle(13), genetic(10), algorithm(9), research(6), windows(5), time(5), salesman(5), optimization(5)
Blue keywords are present in both the references section and the paper title.

About this article
Date of Publication: 2018-08-31
Volume 18, Issue 3, Year 2018, On page(s): 45 - 52
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2018.03007
Web of Science Accession Number: 000442420900007
SCOPUS ID: 85052128618

Abstract
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This work is the result of a real problem in the Sanitation Company of Espirito Santo (Companhia Espirito Santense de Saneamento), which owns a Geographic Information System, but lacks a mechanism to build routes to server customers that open in average 2148 services requests per day. Therefore, we propose a Hybrid Optimization Algorithm that combines Genetic Algorithm and Space-Filling Curves to solve the Vehicle Route Problem. We establish the validity of the hybrid algorithm by performing tests in two different benchmarks datasets. Our proposal reached an average result of 12.7 percent and 4.1 percent better than the previous solutions in the first and second datasets respectively. Also, we compare our solution and five other variations of Ant Colony Optimization Algorithm. The results show that our proposal is superior in some simulations and, when it was not superior, presented the second-best results for almost all instances.


References | Cited By

Cited-By Clarivate Web of Science

Web of Science® Times Cited: 3 [View]
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Cited-By SCOPUS

SCOPUS® Times Cited: 3
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View citations in SCOPUS® [Free preview]

Updated 3 days, 8 hours ago

Cited-By CrossRef

[1] Experimental Characterization of Routing Protocols in Urban Vehicular Communication, Punia, Divya, Kumar, Rajender, Transport and Telecommunication Journal, ISSN 1407-6179, Issue 3, Volume 20, 2019.
Digital Object Identifier: 10.2478/ttj-2019-0019
[CrossRef]

[2] Design of Deep Reinforcement Learning Controller Through Data-assisted Model for Robotic Fish Speed Tracking, Duraisamy, Palmani, Nagarajan Santhanakrishnan, Manigandan, Rengarajan, Amirtharajan, Journal of Bionic Engineering, ISSN 1672-6529, Issue 3, Volume 20, 2023.
Digital Object Identifier: 10.1007/s42235-022-00309-7
[CrossRef]

Updated 2 days, 13 hours ago

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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania


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