bin-packing-problem

Here are 18 public repositories matching this topic...

ai4co / reevo

[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

reinforcement-learning genetic-algorithm evolutionary-algorithms vehicle-routing-problem ant-colony-optimization neural-combinatorial-optimization electronic-design-automation traveling-salesman-problem hyper-heuristics orienteering-problem multiple-knapsack-problem bin-packing-problem large-language-models automatic-algorithm-generation llm-agent

Updated May 14, 2025
Python

ktnr / BinPacking2D

Star

Exact solutions for two-dimensional bin packing problems by branch-and-cut

algorithm constraint-programming operations-research knapsack-problem branch-and-cut mixed-integer-programming mathematical-programming bin-packing-problem

Updated May 6, 2025
Python

alexfrom0815 / Packing-Tools

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This repo share our packing tools to provide research convenience for beginners, which includes packing shape processing, rendering tools, and simulation scenarios.

simulation rendering-3d-graphics v-rep-simulation coppeliasim bin-packing-problem shape-processing

Updated Jul 26, 2023
Python

isotlaboratory / ml4vrp

Star

Geometric Deep Learning Models for Vehicle Routing Problem

deep-learning vehicle-routing-problem combinatorial-optimization last-mile-delivery bin-packing-problem

Updated Mar 16, 2024
Python

mattianeroni / 3-DimensionalCasePicking

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A new algorithm for the 3-Dimensional Case Picking Problem. A newly considered problem of operational research that combines the well-known case picking problem with the positioning of 3-dimensional items inside pallets (i.e., Pallet Loading Problem).

algorithm logistics picking bin-packing-problem biased-random

Updated Sep 20, 2022
Python

datphamvn / HSEvo

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[AAAI-25] HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs

evolutionary-algorithms genetic-algorithms harmony-search diversity-measures traveling-salesman-problem hyper-heuristics orienteering-problem bin-packing-problem large-language-models automatic-algorithm-generation

Updated May 13, 2025
Python

JeepWay / DeepPack

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Unofficial implementation of DeepPack in PyTorch. DeepPack is a deep reinforcement learning based algorithm dealing with 2D online bin packing problem.

reinforcement-learning deep-learning deep-reinforcement-learning binpacking bpp double-dqn 2d-bin-packing bin-packing-problem online-bin-packing

Updated May 10, 2024
Python

chutrunganh / Optimization-Project-IT3052E

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Optimizing the bin packing problem, aiming to efficiently allocate items of varying sizes into a finite number of bins while maximizing total profit, using optimization algorithms

optimization linear-programming project constraint-programming local-search hust greedy-algorithm knapsack capstone-project bin-packing-problem it3052e it3052

Updated Feb 1, 2025
Python

tejasOnGit / Bin-Packing-Problem-Solver-using-Evolutionary-Algorithm

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Harness the power of Evolutionary Algorithms to optimize bin packing. Experiment with crossover strategies, mutation techniques, and population sizes to achieve efficient item allocation in bins.

evolutionary-algorithms fitness-function bin-packing-problem problem-representation selection-methods crossover-and-mutation-operators