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This repository contains procedures to solve the bin packing problem for one, two, or three dimensions exactly or heuristically.
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MuamerHr/Bin-Packing-Problem-BPP3D
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# BPP3D-Bin-Packing-Problem A typical application where the three dimensional bin packing problem occurs is the loading of packages onto containers. The problem belongs to the class of NP complete problems and can be formulated as follows: Let be J={1,...,n} a set of small rectangular-shaped items with dimensions w_i, h_i, d_i. All small items must be packed into bins of dimensions W,H,D. All dimensions are positive integers and the dimensions of the small items are smaller than or equal to the corresponding bin dimensions. The task is to pack all the small items, such that: 1) All small items are packed into a minimum number of bins. 2) No two items overlap. ################################################################################################## This algorithm solves the problem for orthogonal packings, which means the items are packed, such that the edges of the small items are parallel to the correspoding bin edge. No rotations of items or bins are allowed. The algorithm is capable to solve the problem for general packings and robot packings. The algorithm is a combination of two branch and bound schemes where: - the outer branching scheme assigns small items to bins without specifying the actual positions - the inner branching scheme attempts to pack a given subset of items into one bin depending on the chosen packing pattern (general, robot). ################################################################################################## The main method of the algorithm is the method BinPack3D(...). It returns an object of type AllInfo which contains all the information and results of the executed algorithm. The parameter description is the following int n ... Amount of small items int W... Width of the bin int H... Height of the bin int D... Depth of the bin int[] w... Widths of the small items int[] h... Heights of the small items int[] d... Depths of the small items int[] x... Resulting x-coordinates of the small items int[] y... Resulting y-coordinates of the small items int[] z... Resulting z-coordinates of the small items int[] bno... Resulting bin number of the small items int nodeLimit... Limit for number of exploration nodes in the outer branching scheme. If set to zero, the algorithm tries to find an optimal solution, or terminates if "iterLimit" or "timeLimit" is reached. "nodeLimit" is treated as a multiple of one thousand, e.g. if nodeLimit = 1000, the algorithm explores at most "nodeLimit * IUnit" nodes (IUnit = 1000). int iterLimit... Limit for number of iterations in the inner branching schemes. If set to zero, the algorithm tries to find an optimal solution, or terminates if "nodeLimit" or "timeLimit" is reached. "iterLimit" is treated as a multiple of one thousand, e.g. if iterLimit = 1000, the algorithm performs at most "iterLimit * IUnit" nodes (IUnit = 1000). int timeLimit... Time limit for the algorithm. If set to zero, the algorithm tries to find an optimal solution, or terminates if "nodeLimit" or "iterLimit" is reached. If the timelimit is reached the algorithm return a heuristic solution. int packingType... If set to zero the algorithm tries to find an optimal solution using general packing patterns. If set to one the algorithm tries to find an optimal solution using robot packing patterns. ################################################################################################## For a detailed description of the algorithm and original C-Code refer to: [1] Silvano Martello, David Pisinger, and Daniele Vigo. "The three-dimensional bin packing problem." Oper. Res., 48(2):256–267, March 2000. [2] Silvano Martello, David Pisinger, Daniele Vigo, Edgar Boef, and Jan Korst. "Algorithm 864: General and robot-packable variants of the threedimensional bin packing problem." ACM Trans. Math. Softw., 33:7, 01 2007. ################################################################################################## This C# code is a reimplementation of the original C-Code provided by David Pisinger at http://hjemmesider.diku.dk/~pisinger/codes.html. The code comes with no warranty.
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This repository contains procedures to solve the bin packing problem for one, two, or three dimensions exactly or heuristically.
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