Efficient Modification of the CRAFT Algorithm for Layout Optimisation

Every combination of product mix and production volume requires a suitable layout of workplaces (functional units). An optimised layout is of utmost importance to achieve global competitiveness of companies and to build an efficient, sustainable production. We plan the layout mainly with heuristic methods; constructive, improvement and combined methods are available. In this paper, a modification of the established improvement algorithm CRAFT (exchange method) is presented, which provides much better and more accurate results at a slightly higher computational cost. The most important change is the immediate precise determination of the centroids of the areas of workplaces (or departments) that are exchanged. The distance between any two workplaces is represented by the orthogonal distance between the centroids. In the example given, which is based on a pairwise exchange, the difference is 22 % in favour of the modified algorithm.

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Publication Details

Journal
Tehnički glasnik
Published
2025-05-07
DOI
https://doi.org/10.31803/tg-20250222184108
Citations
1
Primary Topic
Advanced Manufacturing and Logistics Optimization
Type
article
Field-Weighted Citation Impact
1.24
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article

Efficient Modification of the CRAFT Algorithm for Layout Optimisation

Robert Ojsteršek, Aljaž Javernik, Borut Buchmeister, Iztok Palčić
1 citations
Tehnički glasnik
Advanced Manufacturing and Logistics Optimization
1.24
article

Efficient Modification of the CRAFT Algorithm for Layout Optimisation

Robert Ojsteršek, Aljaž Javernik, Borut Buchmeister, Iztok Palčić
article en
1 citations

Abstract

Every combination of product mix and production volume requires a suitable layout of workplaces (functional units). An optimised layout is of utmost importance to achieve global competitiveness of companies and to build an efficient, sustainable production. We plan the layout mainly with heuristic methods; constructive, improvement and combined methods are available. In this paper, a modification of the established improvement algorithm CRAFT (exchange method) is presented, which provides much better and more accurate results at a slightly higher computational cost. The most important change is the immediate precise determination of the centroids of the areas of workplaces (or departments) that are exchanged. The distance between any two workplaces is represented by the orthogonal distance between the centroids. In the example given, which is based on a pairwise exchange, the difference is 22 % in favour of the modified algorithm.

Tehnički glasnikVol. 19(Si1)
University of Maribor (SI)
Openalex Percentile: Top 20%
Advanced Manufacturing and Logistics Optimization
1.24
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Efficient Modification of the CRAFT Algorithm for Layout Optimisation — Robert Ojsteršek, Aljaž Javernik, et al. · Tehnički glasnik (2025) | TGRS Research Map | TGRS