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Nonlinear Optimization and Adaptive Heuristics for Solving Irregular Object Packing Problems
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22
A deep reinforcement learning algorithm for the rectangular strip packing problem.
Published 2023-01-01“…Inspired by deep learning and reinforcement learning, combined with the characteristics of rectangular piece packing, a novel algorithm based on deep reinforcement learning is proposed in this work to solve the rectangular strip packing problem. The pointer network with an encoder and decoder structure is taken as the basic network for the deep reinforcement learning algorithm. …”
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23
An Improved Adaptive Genetic Algorithm for Two-Dimensional Rectangular Packing Problem
Published 2021-01-01Subjects: “…rectangular packing problem…”
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Improved Multicrossover Genetic Algorithm For Twodimensional Rectangular Bin Packing Problem
Published 2010“…Bin Packing Problem is a branch of Cutting and Packing problems which has many applications in wood and metal industries. …”
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25
Heuristic Placement Routines For Two-Dimensional Rectangular Bin Packing Problems
Published 2009“…In this study, we consider non-oriented and oriented cases of Two-Dimensional Rectangular Bin Packing Problems where a given set of small rectangles is packed without overlaps into a minimum number of identical large rectangles. …”
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26
A dichotomous search-based heuristic for the three-dimensional sphere packing problem
Published 2015-12-01“…In this paper, the three-dimensional sphere packing problem is solved by using a dichotomous search-based heuristic. …”
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An Iterative Compression Method for the Two-Dimensional Irregular Packing Problem With Lead Lines
Published 2024-01-01“…This problem is known as the two-dimensional irregular bin packing problem (2DIBPP). An iterative compression algorithm is proposed to address the irregular packing problem in the sheet metal industry, considering lead lines to maximize raw material sheet utilization. …”
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28
Robust Optimization for the Two-Dimensional Strip-Packing Problem with Variable-Sized Bins
Published 2023-11-01Subjects: “…two-dimensional strip-packing problem…”
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29
A Hybrid Reinforcement Learning Algorithm for 2D Irregular Packing Problems
Published 2023-01-01“…Packing problems, also known as nesting problems or bin packing problems, are classic and popular NP-hard problems with high computational complexity. …”
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Sequence Transfer-Based Particle Swarm Optimization Algorithm for Irregular Packing Problems
Published 2021-01-01“…The two-dimensional (2D) irregular packing problem is a classical optimization problem with NP-hard characteristics and has high computational complexity. …”
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Meta-Heuristic Algorithms for the Generalized Extensible Bin Packing Problem With Overload Cost
Published 2022-01-01“…In this paper, we consider a generalized extensible bin packing problem with overload cost, first proposed by Denton et al. in 2010, in which the total size of items packed into a bin is allowed to exceed its capacity, and the cost incurred each bin is equal to the fixed cost plus the overload cost, the objective is to minimize the total cost of all bins. …”
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SOLVING MULTIPLE-CONTAINER PACKING PROBLEMS USING PSEUDO-MEIOSIS GENETIC ALGORITHM
Published 2005-09-01Get full text
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33
The Normalized Direct Trigonometry Model for the Two-Dimensional Irregular Strip Packing Problem
Published 2024-08-01Subjects: “…Irregular Strip Packing Problem…”
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34
A New Class of Irregular Packing Problems Reducible to Sphere Packing in Arbitrary Norms
Published 2024-03-01“…For three classes of packing problems, balance, homothetic and sparse packing, the corresponding new (generalized) models are formulated. …”
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35
QUBO Formulation Using Sequence Pair With Search Space Restriction for Rectangle Packing Problem
Published 2024-01-01Subjects: “…Rectangle packing problem…”
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36
A new approach for bin packing problem using knowledge reuse and improved heuristic
Published 2024-12-01Subjects: “…Packing problem…”
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37
Benchmark dataset and instance generator for real-world three-dimensional bin packing problems
Published 2023-08-01Subjects: Get full text
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38
MEMBRANE PACKING PROBLEMS: A SHORT REVIEW ON COMPUTATIONAL MEMBRANE MODELING METHODS AND TOOLS
Published 2013-02-01“…First, the problem will be formulated as the Membrane Packing Problem. It will be shown that the theoretical problem of placing proteins and lipids onto a membrane area differ significantly. …”
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Packing problems on generalised regular grid: Levels of abstraction using integer linear programming
Published 2023-12-01Subjects: Get full text
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A New Quasi-Human Algorithm for Solving the Packing Problem of Unit Equilateral Triangles
Published 2014-01-01“…The packing problem of unit equilateral triangles not only has the theoretical significance but also offers broad prospects in material processing and network resource optimization. …”
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