An Application of Genetic Algorithm in Determining Salesmen’s Routes: A Case Study

This paper presents a case study of determining vehicles’ routes. The case is taken from a pharmaceutical products distribution problem faced by a distribution company located in the city of Padang, Indonesia. The objective of this paper is to reduce the total distribution time required by the sale...

書目詳細資料
發表在:	Jurnal Optimasi Sistem Industri
Main Authors:	Noufal Zhafira, Feri Afrinaldi, Taufik
格式:	Article
語言:	英语
出版:	Universitas Andalas 2018-04-01
主題:	Genetic algorithm traveling salesma vehicle routing
在線閱讀:	https://josi.ft.unand.ac.id/index.php/josi/article/view/15

相似書籍

OPTIMIZING BI-OBJECTIVE MULTIPLE TRAVELING SALESMEN ROUTES FOR DISASTER RELIEF LOGISTICS USING GENETIC ALGORITHM
由: Amos Hatoguan Sihombing, et al.
出版: (2025-09-01)

Solving the Min-Max Clustered Traveling Salesmen Problem Based on Genetic Algorithm
由: Xiaoguang Bao, et al.
出版: (2023-06-01)

Neutrosophic Genetic Algorithm for solving the Vehicle Routing Problem with uncertain travel times
由: Rafael Rojas-Gualdron, et al.
出版: (2022-12-01)

Optimization of Distribution Routes Using the Genetic Algorithm in the Traveling Salesman Problem
由: Rahmad Naufal, et al.
出版: (2025-01-01)

Adaptive Elitist Genetic Algorithm With Improved Neighbor Routing Initialization for Electric Vehicle Routing Problems
由: Yanfei Zhu, et al.
出版: (2021-01-01)

A multi-objective route planning model based on genetic algorithm for cuboid surfaces
由: Gonca Ozmen Koca, et al.
出版: (2018-01-01)

A genetic algorithm approach to green vehicle routing: Optimizing vehicle allocation and route planning for perishable products
由: Hayati Mukti Asih, et al.
出版: (2025-05-01)

Source routing: Best rout using genetic algorithm
由: Hadeel Noori Saad
出版: (2010-10-01)

A novel hybrid approach for solving the multiple traveling salesmen problem
由: Youssef Harrath, et al.
出版: (2019-01-01)

Genetic algorithms for optimization and study transport tours
由: María Camila Parra Romero, et al.
出版: (2017-10-01)

Trip route optimization based on bus transit using genetic algorithm with different crossover techniques: a case study in Konya/Türkiye
由: Akylai Bolotbekova, et al.
出版: (2025-01-01)

Multiple depots vehicle routing based on the ant colony with the genetic algorithm
由: ChunYing Liu, et al.
出版: (2013-09-01)

Multi-Objective Routing Optimization in Electric and Flying Vehicles: A Genetic Algorithm Perspective
由: Muhammad Alolaiwy, et al.
出版: (2023-09-01)

A Genetic Algorithm for Solving Periodic Heterogeneous Vehicle Routing Problem
由: Amelia Khoidir, et al.
出版: (2022-02-01)

THE OPTIMAL ROUTE FOR CULTURAL TOURISM IN THE SPECIAL REGION OF YOGYAKARTA
由: Yusrizal F., et al.
出版: (2023-08-01)

Vehicle routing problem in cross-dock using genetic algorithm, Case: Iran Khodro company.
由: Laya Olfat, et al.
出版: (2017-06-01)

An Improved Genetic Algorithm for Solving the Semi-Soft Clustered Vehicle Routing Problem
由: Yihao Miao, et al.
出版: (2025-04-01)

Solving the Multi-Depot Vehicle Routing Problem Using a Hybrid Genetic Algorithm
由: Hengameh Shamsipoor
出版: (2024-12-01)

DYNAMIC SHORTEST PATH ANALYSIS OF ROUTING TECHNIQUE VIA GENETIC ALGORITHM
由: Nyan Dawood Salman, et al.
出版: (2018-07-01)

Where to Split in Hybrid Genetic Search for the Capacitated Vehicle Routing Problem
由: Lars Magnus Hvattum
出版: (2025-03-01)

Genetic Algorithm Optimization of Sales Routes with Time and Workload Objectives
由: Filipa Costa, et al.
出版: (2025-08-01)

A Multi Objective Genetic Algorithm Approach for The Solution of Vehicle Routing Problem with Time Windows
由: Tolunay GOCKEN, et al.
出版: (2018-12-01)

Optimizing Electric Vehicle Routing Efficiency Using K-Means Clustering and Genetic Algorithms
由: Tal Gaon, et al.
出版: (2025-02-01)

Route Planning for Chain Restaurants With Improved Delivery Mode Using an Adaptive Genetic Algorithm
由: Qian Cao, et al.
出版: (2022-01-01)

Application of an Improved Harmony Search Algorithm on Electric Vehicle Routing Problems
由: Vanny Minanda, et al.
出版: (2024-07-01)

Utilizing a hybrid metaheuristic algorithm to solve capacitated vehicle routing problem
由: Mamta Kumari, et al.
出版: (2023-12-01)

Metaheurísticas aplicadas al ruteo de vehículos. Un caso de estudio. Parte 3: Genetic Clustering and Tabu Routing
由: Guillermo González Vargas, et al.
出版: (2007-05-01)

Solving the Traveling Salesman Problem Based on The Genetic Reactive Bone Route Algorithm whit Ant Colony System
由: Majid Yousefikhoshbakht, et al.
出版: (2016-07-01)

ASSIGNMENT OF A FLEET OF UMMANNED AERIAL VEHICLES TO MULTI TARGETS USING GENETIC ALGORITHMS
由: Baha PAKKAN, et al.
出版: (2010-01-01)

Selection Of The Best Ship Route For Container Shipping Optimization Models Using Heuristic Algorithms
由: Jon Mangatas Budiarto Sirait, et al.
出版: (2023-06-01)

Innovative Hybrid Algorithm for Solving Vehicle Routing Problem with Time Window
由: A.M. Rahimi, et al.
出版: (2025-03-01)

Traveling of multiple salesmen to dynamically changing locations for satisfying multiple goals
由: Anubha Agrawal, et al.
出版: (2024-06-01)

Optimizing LPG distribution: A hybrid particle swarm optimization and genetic algorithm for efficient vehicle routing and cost minimization
由: Nur Indrianti, et al.
出版: (2025-08-01)

Optimasi Rute Pengangkutan Sampah Kota Yogyakarta Menggunakan Hybrid Genetic Algorithm
由: Ekky Armandi, et al.
出版: (2019-12-01)

Guided Genetic Algorithm for Solving Capacitated Vehicle Routing Problem With Unmanned-Aerial-Vehicles
由: Ali Najm Jasim, et al.
出版: (2024-01-01)

Joint Approach for Vehicle Routing Problems Based on Genetic Algorithm and Graph Convolutional Network
由: Dingding Qi, et al.
出版: (2024-10-01)

Genetic and artificial bee colony algorithms for scheduling of multi-skilled manpower in combined manpower-vehicle routing problem
由: Hany Seidgar, et al.
出版: (2016-01-01)

Enhancing logistics efficiency: A case study of genetic algorithm-based route optimization in distribution problem
由: Hayati Mukti Asih, et al.
出版: (2023-12-01)

Regression Machine Learning Models for the Short-Time Prediction of Genetic Algorithm Results in a Vehicle Routing Problem
由: Ivan Kristianto Singgih, et al.
出版: (2024-07-01)

IMPLEMENTATION OF GENETIC ALGORITHM BASED ON JAVASCRIPT IN OBJECT ROUTING SHORTEST TOUR ON TIMOR ISLAND
由: Justin Eduardo Simarmata, et al.
出版: (2023-04-01)