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Improved layout structure with complexity measures for the Manufacturer’s Pallet Loading Problem (MPLP] using a Block approach
- Source :
- Journal of Industrial Engineering and Management, Vol 14, Iss 2, Pp 231-249 (2021), UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC)
- Publication Year :
- 2021
- Publisher :
- OmniaScience, 2021.
-
Abstract
- Purpose: The purpose of this paper is to study the Manufacturers pallet-loading problem (MPLP), by loading identical small boxes onto a rectangle pallet to maximise the pallet utilization percentage while reducing the Complexity of loading.Design/methodology/approach: In this research a Block approach is proposed using a Mixed integer linear programming (MILP) model that generates layouts of an improved structure, which is very effective due to its properties in grouping boxes in a certain orientation along the X and Y axis. Also, a novel complexity index is introduced to compare the complexity for different pallet loading, which have the same pallet size but different box arrangements.Findings: The proposed algorithm has been tested against available data-sets in literature and the complexity measure and graphical layout results clearly demonstrate the superiority of the proposed approach compared with literature Manufacturers pallet-loading problem layouts.Originality/value: This study aids real life manufactures operations when less complex operations are essential to reduce the complexity of pallet loading.
- Subjects :
- Mathematical optimization
lcsh:T55.4-60.8
Computer science
Optimització matemàtica
Strategy and Management
0211 other engineering and technologies
02 engineering and technology
lcsh:Business
Industrial and Manufacturing Engineering
Mixed integer optimization
Complexity index
lcsh:Social Sciences
manufactures pallet loading problems, cutting and packing problems, mathematical programming, mixed integer optimization
ddc:650
Information complexity
Programació (Matemàtica)
0202 electrical engineering, electronic engineering, information engineering
lcsh:Industrial engineering. Management engineering
Pallet
Rectangle
Integer programming
Packing for shipment
Block (data storage)
Structure (mathematical logic)
lcsh:Commerce
Programming (Mathematics)
021103 operations research
Embalatge
Orientation (computer vision)
Pallets (Shipping, storage, etc.)
Mathematical programming
Palets (Transport de mercaderies)
lcsh:H
lcsh:HF1-6182
Manufactures pallet loading problems
020201 artificial intelligence & image processing
Economia i organització d'empreses::Direcció d'operacions::Modelització de transports i logística [Àrees temàtiques de la UPC]
Cutting and packing problems
lcsh:HF5001-6182
Subjects
Details
- Language :
- English
- ISSN :
- 20130953 and 20138423
- Volume :
- 14
- Issue :
- 2
- Database :
- OpenAIRE
- Journal :
- Journal of Industrial Engineering and Management
- Accession number :
- edsair.doi.dedup.....e1e67726c22545c7552ef43bb306eafa