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A Multi-Objective Location Model for Kitchen Planning in a Centralized School Lunch Program Considering Cost, Environmental, and Social Impacts

  • Alvin Muhammad Ainul Yaqin*
  • , Nisa Nur Azizah
  • , Amanda Dwi Wantira
  • , Vridayani Anggi Leksono
  • , Remba Yanuar Efranto
  • , Nur Qadri Bahar
  • *Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

School lunch programs in low- and middle-income countries are increasingly required to meet nutritional, environmental, and social goals. However, existing planning approaches often emphasize cost minimization while neglecting sustainability trade-offs. This study introduces a multi-objective optimization model for determining central kitchen locations and assigning schools under cost, environmental, and social objectives. A lexicographic optimization approach is applied to six policy scenarios using a case study in Balikpapan, Indonesia, due to its rapid urban growth and persistent challenges in establishing equitable and efficient centralized kitchen systems. Results indicate that cost implications remain relatively stable across scenarios, while emissions and employment are highly sensitive to delivery radius and budget constraints. Socially prioritized scenarios increase job opportunities but raise emissions, whereas environmental-focused strategies reduce emissions at the expense of reduced employment impact. Budget reductions exceeding 15% significantly limit service coverage and reduce social impact. The model provides a decision-support tool for policymakers to design cost-effective, inclusive, and environmentally sustainable centralized school lunch systems.

Original languageEnglish
Title of host publication2025 12th International Conference on Advanced Informatics
Subtitle of host publicationConcept, Theory and Application, ICAICTA 2025
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9798331591786
DOIs
Publication statusPublished - 2025
Event12th International Conference on Advanced Informatics: Concept, Theory and Application, ICAICTA 2025 - Kota Bandung, Indonesia
Duration: 20 Sept 202522 Sept 2025

Publication series

Name2025 12th International Conference on Advanced Informatics: Concept, Theory and Application, ICAICTA 2025

Conference

Conference12th International Conference on Advanced Informatics: Concept, Theory and Application, ICAICTA 2025
Country/TerritoryIndonesia
CityKota Bandung
Period20/09/2522/09/25

Keywords

  • facility location problem
  • kitchen location planning
  • lexicographic
  • multi-objective optimization
  • school lunch program

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