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Exact fit problem generator for cutting and packing, revisiting of the upper deck placement algorithm Cover

Exact fit problem generator for cutting and packing, revisiting of the upper deck placement algorithm

Open Access
|Aug 2018

Abstract

Problem generators are practical solutions for generating a set of inputs to specific problems. These inputs are widely used for testing, comparing and optimizing placement algorithms. The problem generator presented in this paper fills the gap in the area of 2D Cutting & Packing as the sum of the area of the small objects is equal to the area of the Large Object and has at least one perfect solution. In this paper, the already proposed Upper Deck algorithm is revisited and used to test the proposed generator outputs. This algorithm bypasses the dead area problem that occurs in most of all well-known strategies of the 2D Single Knapsack Problem where we have a single large rectangle to cover with small, heterogeneous rectangle shapes, whom total area exceeds the large object’s area. The idea of placing the small shapes in a free corner simplifies and speeds the placement algorithm as only the available angles are checked for possible placements, and collision detection only requires the checking of corners and edges of the placed shape. Since the proposed generator output has at least one exact solution, a series of optimization performed on the algorithm is also presented.

Language: English
Page range: 73 - 85
Submitted on: Mar 15, 2018
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Published on: Aug 29, 2018
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2018 Levente Filep, László Illyés, published by Sapientia Hungarian University of Transylvania
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.