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An Improved Ant Colony Optimization for Multi-Depot Vehicle Routing Problem
2016
International Journal of Engineering and Technology
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An improved ant colony optimization (IACO) was proposed for solving this model. ...
Index Terms-Smulti-depot vehicle routing problem, improved ant colony optimization, genetic algorithm, smooth mechanism. ...
In this Manuscript paper, a new improved ant colony optimization (IACO) is proposed for this model. ...
doi:10.7763/ijet.2016.v8.918
fatcat:cpi222x6wfcnhclqzfexsnd4o4
Cold Chain Logistics Path Optimization Via Improved Multi-objective Ant Colony Algorithm
2020
IEEE Access
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Experimental results show that the proposed ACOMO can effectively solve the vehicle routing problem of the multi-objective optimization model, and outperforms the classic ant colony algorithms, resulting ...
Considering the characteristic of this proposed optimization model, we design an improved ant colony algorithm with a multi-objective heuristic function to solve it, termed as ACOMO. ...
The cold chain logistics distribution of electric vehicles with charging stations can be used as the new focus of future research. 3) The improved ant colony algorithm is used to solve the multi-objective ...
doi:10.1109/access.2020.3013951
fatcat:adlvhlgqznepzfartmdjri6ffe
Investigation of Convergence Properties of Ant Colony Based Algorithms
2019
Advanced Logistic Systems - Theory and Practice
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In our investigation, we limited the Multi-Depot Vehicle Routing Problem with Time Windows (MDVRPTW), which is an NP-hard discrete optimization problem. ...
The paper presents the Ant Colony Optimization (ACO) algorithms, and investigates their convergence properties. ...
First, the Ant Colony Optimization is presented, then the Vehicle Routing Problem. ...
doi:10.32971/als.2020.001
fatcat:pb6yl2g7dbbsxh32o26u63dyny
An alternative solution for the repair of electrical breakdowns after natural disasters based on ant colony optimization
2014
Dyna
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Moreover, this paper proposes the creative application of an algorithm based on Ant Colony Optimization (ACO), specifically Multi-type Ant Colony System (M-ACS), where each colony represents a set of possible ...
An alternative solution for the repair of electrical breakdowns after natural disasters based on ant colony optimization Dyna, vol. 81, núm. 186, agosto, 2014, pp. 304-310 Universidad Nacional de Colombia ...
Each colony obtains a set of global solutions, where each ant of the colony obtain a repair tour, using an Ant Colony System (ACS) algorithm and during the route construction, the ants that belong to a ...
doi:10.15446/dyna.v81n186.45222
fatcat:3ufzn4ntabhjxpjxkbwqllu4ai
Study on the Triangulation Network of Collaboration Distribution Based on Improved ACO
[chapter]
2012
Lecture Notes in Electrical Engineering
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In this paper, we consider a location routing problem (LRP) with time window and solve it by ant colony optimization (ACO). ...
We use the ant colony optimization to solve the distribution location problem and vehicle routing problem of the joint distribution of different goods. ...
Ant colony optimization has been successfully applied to some classic compounding optimization problems, e.g. travelling salesman, telecommunication routing, etc. ...
doi:10.1007/978-3-642-26001-8_87
fatcat:kzaqu3lav5bbrb5e6yuuv2zmvi
Research on Optimization of Electric Vehicle Routing Problem with Time Window
2020
IEEE Access
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INDEX TERMS Electric vehicle, insertion method, exchange method, heuristic, vehicle route. ...
In order to find an optimal urban distribution route that satisfies both the electric vehicle limitation and the customer time window limitation, a mixed planning model is established to conduct in-depth ...
Schneider et al. introduced the route of electric vehicles with time windows and charging stations (EVRPTW) for the last mile distribution using battery electric vehicle. ...
doi:10.1109/access.2020.3014638
fatcat:tadgwaj7q5dhdd5h5hzvf3nha4
Making Cities Smarter—Optimization Problems for the IoT Enabled Smart City Development: A Mapping of Applications, Objectives, Constraints
2022
Sensors
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A mapping is provided for the most encountered applications of computational optimization within IoT smart cities for five popular optimization methods, ant colony optimization, genetic algorithm, particle ...
For each application identified, the algorithms used, objectives considered, the nature of the formulation and constraints taken in to account have been specified and discussed. ...
In this section, we provide a brief intuitive description for each of them.
Ant Colony Optimization Ant colony optimization is derived from the behavior of ants searching for food [8] . ...
doi:10.3390/s22124380
pmid:35746161
pmcid:PMC9228834
fatcat:dyqeij4zc5hihiiu2y7wbbnsiu
Vehicle Routing Problem for the Simultaneous Pickup and Delivery of Lithium Batteries of Small Power Vehicles under Charging and Swapping Mode
2022
Sustainability
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The results of ACO-GA are compared with the GA, ACO, and SAA methods using the Solomon dataset; the results show that the optimized ant colony algorithm can achieve a smaller total cost in solving the ...
the model transformation, which provides a reference for the company to select the distribution route. ...
algorithm for optimizing the capability of local search. ...
doi:10.3390/su14169883
fatcat:s3xndukqlzhufh23l2rsmkcrz4
Multi-objective automated guided vehicle scheduling based on MapReduce framework
2021
Advances in Production Engineering & Management
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To solve this problem, we proposed a multi-objective scheduling model based on total driving distance and waiting time, and used the A* path planning algorithm to search the shortest path of AGV. ...
During material handling processes, automated guided vehicles (AGVs) pose a path conflict problem. ...
An ant colony algorithm for the multi-compartment vehicle routing
problem, Applied Soft Computing, Vol. 15, 169-176, doi: 10.1016/j.asoc.2013.10.017.
[13] 1, 58-71, doi: 10.2507/IJSIMM16
(1)5.368. ...
doi:10.14743/apem2021.1.383
fatcat:3mifyaaazjgabenv2xx7yi2jfu
Vehicle Routing Problem Considering Reconnaissance and Transportation
2021
Sustainability
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For this paper, an ant colony optimization (ACO) algorithm for the VRPCRT was also developed, and computational experiments were conducted to compare the ACO algorithm's performance and that of the mixed-integer ...
This paper proposes a vehicle routing problem considering reconnaissance and transportation (VRPCRT) for wartime troop movements. ...
Acknowledgments: The authors would like to thank three anonymous reviewers for their thoughtful comments and suggestions on the manuscript. ...
doi:10.3390/su13063188
fatcat:agpjsyc4r5hz7bbymya5rqv6qa
A Study on Bio-Inspired Metaheuristics for Solving Vehicle Routing Problem
2015
Indian Journal of Science and Technology
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Using genetic algorithms for multi-depot vehicle routing. Bio-inspired Algorithms for the Vehicle Routing Problem. Springer-Studies in Computational Intelligence. 2009; 161:77-99. 9. ...
Improved ant colony optimization for seafood product delivery routing problem. Swarm Intelligence in Transportation Engineering. 2014; 26(1):1-10. 7. Chandran B, Raghavan S. ...
doi:10.17485/ijst/2015/v8i25/80042
fatcat:4iadtd4kenh57dfdkqtk5ido5e
Multi-Depot Green Vehicle Routing Problem to Minimize Carbon Emissions
2020
Sustainability
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A Multi-Depot Green Vehicle Routing Problem (MDGVRP) is considered in this paper. ...
A Two-stage Ant Colony System (TSACS) is proposed to find a feasible and acceptable solution for this NP-hard (Non-deterministic polynomial-time) optimization problem. ...
In TSACS, there are two types of ants, depot-ants and route-ants. The depot-ants are used to assign customers to a depot, and the route-ants are used to generate routes. ...
doi:10.3390/su12083500
fatcat:6pccdnet4zcojkqh3acxmkx53q
A Multi-Objective Optimization Problem With Its Approaches And Applications
2016
Zenodo
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Optimization is used for finding one or mo re optimal or feasible solutions for single and multiple objective problems. ...
A multi-objective optimization problem have two or more objective,but in many real words MOP,objectives under constraint may conflict wit h each other and optimizing a particular solution wit h respect ...
An ant colony algorithm for the multi-compartment vehicle routing problem."Applied Soft Computing 15 (2014): 169-176. [16]Bukata, Libor, PřemyslŠůcha, and ZdeněkHanzálek. ...
doi:10.5281/zenodo.1468791
fatcat:uml2xhmkhbcvrdvbidmmecmgjq
Heterogeneous Fleet Green Vehicle Routing Problem: A Literature Review
2021
Angkasa : jurnal ilmiah bidang teknologi
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One variant of Green Vehicle Routing Problem (GVRP) reviewed in this paper is about Heterogeneous Alternative Fuel Vehicles for Green Vehicle Routing Problem (HAFVGVRP). ...
The review was classified according to the objectives, type of fleet, and solution used. Moreover, this study also presents the trend and direction of further research. ...
(SA) [42] , and ant colony optimization (ACO) [21, 45, 52] . ...
doi:10.28989/angkasa.v13i1.837
fatcat:y7zymkco3nc55fi7fpav34lhvi
The electric vehicle routing problem with time windows and multiple recharging options
2020
IEEE Access
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INDEX TERMS Electric vehicle, vehicle routing problem, ant colony optimization, partial recharge, battery swapping. HUITING MAO received the B.S. degree from ...
An improved ant colony optimization (ACO) algorithm hybridized with insertion heuristic and enhanced local search is designed to solve the problem. ...
In the ant colony optimization, the colony scale is set as P, and each artificial ant simulates the employed electric vehicle and successively select customers to visit. ...
doi:10.1109/access.2020.3003000
fatcat:p7zfi5hsmjcwvmalgpwijpd3oa
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