사업성과 BK21 FOUR 산업혁신 애널리틱스 교육연구단

논문

2025 Theoretical analysis of integer programming models for the two-dimensional two-staged knapsack problem

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작성자 관리자 작성일 25-10-14 11:18

본문

Author
Suho Kang, Junyoung Kim, Seulgi Joung, Kyungsik Lee
Journal
Optimization Letters
Vol
19
Page
1171–1202
Year
2025

Abstract

In this study, we theoretically compare integer programming models for the two-dimensional two-staged knapsack problem. Including the well-known level packing model, we introduce two pattern-based models called the strip packing model and the staged pattern model derived from integer programming models for the two-dimensional two-staged cutting stock problem. We show that the level packing model provides weaker linear programming (LP) relaxation bounds than pattern-based models. Furthermore, we also present upper bounds on the LP-relaxation bound of the level packing model, which can be obtained from the LP-relaxation bounds of the pattern-based models.