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Modified Artificial Bee Colony Algorithm for the Capacitated Vehicle Routing Problem
2018
DEStech Transactions on Social Science Education and Human Science
We propose an improved artificial bee colony algorithm to solve CVRP. ...
Results show that the algorithm is effective and feasible, and is suitable for CVRP problems with small and medium size samples. ...
Enhanced Artificial Bee Colony Algorithm
Standard Artificial Bee Colony Algorithm The structure of the general ABC algorithm is divided into four stages: initial stage, employed bees stage, onlooker ...
doi:10.12783/dtssehs/amse2018/24837
fatcat:mzugntr43rfypk77qjglfqm2ve
A hybrid discrete artificial bee colony for the green pickup and delivery problem with time windows
2020
Informatica (Ljubljana, Tiskana izd.)
This paper presents a mathematical formulation and proposes a hybrid discrete artificial bee colony algorithm (HDABC) as a meta-heuristic algorithm which combines a discrete artificial bee colony with ...
This new NP-hard combinatorial optimization problem is called green pickup and delivery problem with time windows (GPDPTW), the recent development in the vehicle routing problem and its variants, which ...
Artificial bee colony The Artificial Bee Colony (ABC) algorithm is a swarm intelligence technique inspired by the intelligent foraging behavior of honey bees. ...
doi:10.31449/inf.v44i4.3000
fatcat:vvxziajuqjdllk63liy62kg5hu
Artificial Bee Colony Algorithm for Fresh Food Distribution without Quality Loss by Delivery Route Optimization
2021
Journal of Food Quality
An artificial bee colony (ABC) optimization and cuckoo search (CS) algorithm also come into the category of SI algorithm. ...
Results show that this research provides an efficient approach, i.e., artificial bee colony algorithm for fresh food distribution in time window without penalty and food quality loss. ...
Results and Discussion In this paper, the artificial bee colony optimization algorithm is used for solving the discussed problem because this algorithm improves the convergence time. ...
doi:10.1155/2021/4881289
fatcat:aiu6vaadajaqjhoasjssvdl3n4
A Study on Bio-Inspired Metaheuristics for Solving Vehicle Routing Problem
2015
Indian Journal of Science and Technology
An improved optimization method based on the intelligent water drops algorithm for the vehicle routing problem. ...
Artificial bee colony algorithm and its application to generalized assignment problem. Swarm Intelligence: Focus on Ant and Particle Swarm Optimization. 2007 Dec; 113-45. 3. ...
doi:10.17485/ijst/2015/v8i25/80042
fatcat:4iadtd4kenh57dfdkqtk5ido5e
An Enhanced ABC algorithm to Solve the Vehicle Routing Problem with Time Windows
2020
ECTI Transactions on Computer and Information Technology
This work proposes an enhanced artificial bee colony algorithm (ABC) to solve the vehicle routing problem with time windows (VRPTW). ...
In this work, the fuzzy technique, scatter search method, and SD-based selection method are combined into the artificial bee colony algorithm. ...
In this work, an improved ABC Algorithm is developed to solve the vehicle routing problem with time windows. ...
doi:10.37936/ecti-cit.2020141.200016
fatcat:fhabjxwna5fodmmlhnwtimcyda
An artificial bee colony algorithm for the capacitated vehicle routing problem
2011
European Journal of Operational Research
This paper introduces an artificial bee colony heuristic for solving the capacitated vehicle routing problem. ...
These results seem to indicate that the enhanced heuristic is an alternative to solve the capacitated vehicle routing problem. ...
Thanks are also due to the three anonymous referees for their valuable comments. ...
doi:10.1016/j.ejor.2011.06.006
fatcat:dc7jgu6ibndcbcysovmqr3dn5u
Modified artificial bee colony for the vehicle routing problems with time windows
2016
SpringerPlus
This paper introduces an artificial bee colony (ABC) algorithm for the vehicle routing problem with time windows (VRPTW). ...
A Modified ABC algorithm is proposed to improve the solution quality of the original ABC. ...
Acknowledgements This work was supported by the Ministry of Higher Education, Malaysia (FRGS/1/2015/ICT02/UKM/01/2), and the Universiti Kebangsaan Malaysia (DIP-2012-15 and GP-K008253). ...
doi:10.1186/s40064-016-2940-8
pmid:27547672
pmcid:PMC4978696
fatcat:m2oy33z3krdjzm4c3rldwdizyi
Bike-sharing rebalancing problem
2021
Journal of Global Tourism Research
The artificial bee colony (ABC) algorithm is an efficient approach, but it is still insufficient for the selection strategy. ...
ABC has been adopted in various problems to improve the performance of various systems. ...
Many researchers have found that the artificial bee colony (ABC) algorithm can be used to effectively solve capacity vehicle routing problems [Szeto et al., 2011] . ...
doi:10.37020/jgtr.6.1_21
fatcat:ibdpvvbwqjejhaee5dzbxqrxbi
A Bio-Inspired Capacitated Vehicle-Routing Problem Scheme Using Artificial Bee Colony with Crossover Optimizations
2019
Journal of Internet Services and Information Security
The capacitated vehicle-routing problem (CVRP) is considered one of the descendants of the traditional vehicle-routing problem (VRP) based on the consideration of capital gains in logistics and supply ...
Thus, this research considers the possibility of integrating a variety of crossover methodologies into an artificial bee colony (ABC) as a heuristic approach to identifying a candidate for a CVRP solver ...
Acknowledgments The research were partly granted by TRFMAG 2014 and Khon Kaen University, Faculty of Science, Khon Kaen University. ...
doi:10.22667/jisis.2019.08.31.021
dblp:journals/jisis/PunriboonSAR19
fatcat:75ev2xzvfvgz5kvbk6t7m2vamy
A hybrid algorithm for a vehicle routing problem with realistic constraints
2017
Information Sciences
We propose a hybrid approach which is a combination of Tabu search and Artificial Bee Colony algorithm. ...
TT (2017) A hybrid algorithm for a vehicle routing problem with realistic constraints. Information Sciences, 394-95. pp. ...
Acknowledgements The authors would like to thank the referee for their valuable comments that help improve this paper. This ...
doi:10.1016/j.ins.2017.02.028
fatcat:g4an7ci57ne2dkjudt7cnht6i4
Novel Encoding and Routing Balance Insertion Based Particle Swarm Optimization with Application to Optimal CVRP Depot Location Determination
2015
Mathematical Problems in Engineering
Vehicle routing problems from an operation research library were tested and an average of 16% total routing distance improvement between having and not having planned the optimal depot locations is obtained ...
A depot location has a significant effect on the transportation cost in vehicle routing problems. ...
Conflict of Interests The authors declare that there is no conflict of interests regarding the publication of this paper. ...
doi:10.1155/2015/743507
fatcat:lf7d3tft4fddria3fq3eus5n2m
Bees Algorithm for Vehicle Routing Problems with Time Windows
2018
International Journal of Machine Learning and Computing
This paper presents the bees algorithm for vehicle routing problems within time windows (VRPTW). ...
Index Terms-Foraging behaviour, bees algorithm, vehicle routing problem with time windows. ...
SI features have inspired some researchers to develop algorithms for VRPTW, including the ant colony optimization algorithms [7] , bee colony optimization (BCO) algorithms [8] and the artificial bee ...
doi:10.18178/ijmlc.2018.8.3.693
fatcat:7577235xgffyvi6t33hvujzmfy
Nature-Inspired Metaheuristic Techniques for Combinatorial Optimization Problems: Overview and Recent Advances
2021
Mathematics
as vehicle routing problems, traveling salesman problems, and supply chain network design problems. ...
Metaheuristic algorithms have been evolved and modified with respect to the problem nature since it was recommended for the first time. ...
Acknowledgments: The authors would like to thank the Center of Graduate Studies of Universiti Teknologi PETRONAS and the YUTP research fund (015LCO-296) for the funding of this research. ...
doi:10.3390/math9202633
fatcat:tk2ymswg4fau3bpx2kxmcmmyoi
Effects Of Introducing Similarity Measures Into Artificial Bee Colony Approach For Optimization Of Vehicle Routing Problem
2016
Zenodo
Vehicle Routing Problem (VRP) is a complex combinatorial optimization problem and it is quite difficult to find an optimal solution consisting of a set of routes for vehicles whose total cost is minimum ...
The bees of discarded solutions become scouts and they start searching for new solutions. ...
Vivek
Effects of Introducing Similarity Measures into Artificial Bee Colony Approach for Optimization of Vehicle Routing Problem This paper is organized in 7 sections. ...
doi:10.5281/zenodo.1127951
fatcat:l65tjet2pjfvrpfhjiqdoym5te
SOLVING A PERIODIC CAPACITATED VEHICLE ROUTING PROBLEM USING SIMULATED ANNEALING ALGORITHM FOR A MANUFACTURING COMPANY
2020
Brazilian Journal of Operations & Production Management
The simulated annealing algorithm is used for periodic capacitated vehicle routing problem. Julia is a state-of-art scientific computation language. ...
Originality / Value: The main contribution of this study is a new solution method to capacitated vehicle routing problems for a real-life industrial problem using the advantages of the high-level computing ...
In addition, in the third and the last group, metaheuristics such as genetic algorithms, simulated annealing, tabu search, particle swarm optimization such as ant colony and artificial bee colony, local ...
doi:10.14488/bjopm.2020.011
fatcat:oyhmi7sx2neohk7hf4dmwgirmq
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