packing-algorithm

Code implementation of "Learning Efficient Online 3D Bin Packing on Packing Configuration Trees". We propose to enhance the practical applicability of online 3D Bin Packing Problem (BPP) via learning on a hierarchical packing configuration tree which makes the deep reinforcement learning (DRL) model easy to deal with practical constraints and we…

This repository contains the implementation of paper Online 3D Bin Packing with Constrained Deep Reinforcement Learning.

3D Bin Packing improvements based on https://github.com/enzoruiz/3dbinpacking

A powerful bin packing problem solver for any polygons

Realize 2D irregular packing algorithm with python

Algorithm for the strip packing problem with guillotine cuts constraint

Evolutionary Algorithm for the 2D Packing Problem combined with the 0/1 Knapsack Problem (Master Thesis)

GA algorithm to solve bin packing and production scheduling problems

A Learning-Based Two-Stage Bidirectional Packing Framework for 3D Packing Problems

Steinberg algorithm with two heuristics for Strip Packing Problem

3dbin packer where the bin size is unknown/undefined. Given a set of items the algorithm will try to give the smallest single bin to fit all items.

2D_Packing via Deep Learning

Python wrapper for libnest2d

Implementation of a 2x2 packing problem in a grid polygon on a plane.

Deep Reinforcement Learning for Scalable Offline Three-Dimensional Packing

A Python repository for solving various Bin-Packing-Problems. 1: What are Packing-Problems? Packing-Problems are a types of geometrical optimization problems, it involves packing various shapes/objects in various containters with maximal efficiency, and with the added rule that no part of the inner shape may physically portrude out the container.

Optimizes cargo box placement inside aircraft ULDs to maximize space utilization using 3D packing algorithms. Includes visualization and a genetic algorithm for improved layouts.

Deterministic 3D cartonization and bin packing for Python. Exact integer geometry, no dependencies.

Backend selector for Packvium Python. Native wheel when available, pure Python otherwise.