Tibuana : Journal of Applied Industrial Engineering
Vol 9 No 1 (2026): Tibuana

Optimizing Vehicle Routing with Soft Time Windows Using a Hybrid Genetic Algorithm

Meidina Kalse Boer (Unknown)
Desta Ria Erika (Unknown)
Jumali, Muhamad Abdul (Unknown)
Rizky Novera Harnaningrum (Unknown)



Article Info

Publish Date
30 Jan 2026

Abstract

Determining delivery routes thatminimize total cost is a key issue in goodsdistribution. This study focuses on a bottleddrinking water (AMDK) company in City X thatdistributes its products to multiple retail outlets withdifferent service time requirements. Such conditionsfall within the scope of the Vehicle Routing Problemwith Time Windows (VRPTW). In this study, a softtime windows approach is adopted, allowing vehiclesto serve retailers beyond their specified time limitsat the expense of penalty costs. The main objective isto identify optimal delivery routes under the softtime windows policy while minimizing total cost. Theresults demonstrate that the Hybrid GeneticAlgorithm outperforms the initial solution in termsof total cost reduction. The initial routes aregenerated using the Nearest Insertion Heuristic andsubsequently refined through mutation processeswithin the genetic algorithm framework.

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Journal Info

Abbrev

tibuana

Publisher

Subject

Description

The aim of this journal publication is to disseminate the conceptual thoughts or ideas and research results that have been achieved in the area of industrial engineering Tibuana : Journal of Applied Industrial Engineering particularly focuses on the main problems in the development of the sciences ...