Author Identifier (ORCID)
Ferry Jie: https://orcid.org/0000-0002-6287-8471
Abstract
Purpose: The study aims to identify and compare various methods used to optimize supply chain distribution, with a focus on uncovering novel approaches. It particularly addresses the gap in logistics distribution models tailored for island environments, proposing the development of an integrated information system using genetic and memetic algorithms to handle uncertainties like weather and vessel availability. Design/methodology/approach: A Systematic Literature Mapping (SLM) approach was adopted. The K-Chart method was applied to categorize conceptual strategies and identify research gaps. A case study was also included to analyze logistical challenges in island settings, incorporating real data variables like transportation schedules and regional demand. Findings: The study reveals a lack of research focused on integrated logistics systems for island distribution, especially in Southeast Asia. It identifies gaps in current literature, particularly the absence of models incorporating uncertain variables such as weather. The case study shows that existing logistical disruptions in island regions can be addressed using a Business Intelligence-based system combined with genetic and memetic algorithms. These methods show promise in improving scheduling, reducing distribution inefficiencies, and handling data variability. Originality/value: This research contributes original value by proposing a novel framework that integrates information system and business intelligence with genetic and memetic algorithms for fuel logistics in island environments, an area largely unexplored in prior studies. The approach not only addresses a geographical research gap but also introduces the handling of uncertain data factors in distribution modelling, offering a significant advancement in supply chain research for complex, variable contexts like archipelagic regions.
Keywords
Genetic algorithm, integrated information system, logistic distribution, memetic algorithm
Document Type
Journal Article
Date of Publication
1-1-2026
Volume
19
Issue
1
Publication Title
Journal of Industrial Engineering and Management
Publisher
OmniaScience
School
School of Business and Law
Creative Commons License
This work is licensed under a Creative Commons Attribution-Noncommercial 4.0 License
First Page
215
Last Page
227
Comments
Suswaini, E., Wibowo, M. A., & Jie, F. (2026). Systematic literature mapping: Integrated system of logistic distribution for island. Journal of Industrial Engineering and Management, 19(1), 215-227. https://doi.org/10.3926/jiem.9038