An open API service providing repository metadata for many open source software ecosystems.

Topic: "combinatorial-optimization"

google/or-tools

Google's Operations Research tools:

Language: C++ - Size: 1.21 GB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 11,898 - Forks: 2,205

Thinklab-SJTU/awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

Language: Python - Size: 238 KB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 1,857 - Forks: 216

Thinklab-SJTU/ThinkMatch

A research protocol for deep graph matching.

Language: Python - Size: 2.08 MB - Last synced at: 28 days ago - Pushed at: about 2 months ago - Stars: 862 - Forks: 120

ai4co/rl4co

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

Language: Python - Size: 155 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 564 - Forks: 98

d-krupke/cpsat-primer

The CP-SAT Primer: Using and Understanding Google OR-Tools' CP-SAT Solver

Language: Jupyter Notebook - Size: 21.9 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 463 - Forks: 40

ebrahimpichka/awesome-optimization

A curated list of mathematical optimization courses, lectures, books, notes, libraries, frameworks and software.

Size: 46.9 KB - Last synced at: 9 days ago - Pushed at: 5 months ago - Stars: 426 - Forks: 44

ds4dm/ecole

Extensible Combinatorial Optimization Learning Environments

Language: C++ - Size: 2.29 MB - Last synced at: about 13 hours ago - Pushed at: 16 days ago - Stars: 339 - Forks: 72

Thinklab-SJTU/pygmtools

A Python Graph Matching Toolkit.

Language: Python - Size: 128 MB - Last synced at: 9 days ago - Pushed at: 7 months ago - Stars: 330 - Forks: 20

accel-brain/accel-brain-code

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Language: Python - Size: 98.3 MB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 314 - Forks: 92

NVIDIA/cuopt-examples

NVIDIA cuOpt examples for decision optimization

Language: Jupyter Notebook - Size: 19.8 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 289 - Forks: 39

ai4co/awesome-fm4co

Recent research papers about Foundation Models for Combinatorial Optimization

Size: 139 KB - Last synced at: 8 days ago - Pushed at: 17 days ago - Stars: 286 - Forks: 20

chaitjo/graph-convnet-tsp 📦

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

Language: Python - Size: 1.63 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 277 - Forks: 60

prosysscience/JSSEnv

An OpenAi Gym environment for the Job Shop Scheduling problem.

Language: Python - Size: 14.6 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 204 - Forks: 57

chaitjo/learning-tsp

Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)

Language: Jupyter Notebook - Size: 53.1 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 169 - Forks: 37

google/network-opt

A library for topological network optimization

Language: C++ - Size: 618 KB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 151 - Forks: 17

google/minimalloc

A lightweight memory allocator for hardware-accelerated machine learning

Language: C++ - Size: 12.3 MB - Last synced at: 21 days ago - Pushed at: about 2 months ago - Stars: 148 - Forks: 11

henry-yeh/DeepACO

[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization

Language: Jupyter Notebook - Size: 26.2 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 143 - Forks: 21

JuliaDecisionFocusedLearning/InferOpt.jl

Combinatorial optimization layers for machine learning pipelines

Language: Julia - Size: 1.38 MB - Last synced at: 14 days ago - Pushed at: 23 days ago - Stars: 120 - Forks: 4

QuEraComputing/GenericTensorNetworks.jl

Generic tensor networks for solution space properties.

Language: Julia - Size: 6.6 MB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 105 - Forks: 11

conjure-cp/conjure

Conjure: The Automated Constraint Modelling Tool

Language: Haskell - Size: 109 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 104 - Forks: 22

decile-team/submodlib

Summarize Massive Datasets using Submodular Optimization

Language: Jupyter Notebook - Size: 28.1 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 97 - Forks: 39

ed-lam/bcp-mapf

BCP-MAPF – branch-and-cut-and-price for multi-agent path finding

Language: C++ - Size: 19 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 86 - Forks: 26

mhahsler/seriation

Infrastructure for Ordering using Seriation - R Package

Language: R - Size: 28.2 MB - Last synced at: 29 days ago - Pushed at: about 2 months ago - Stars: 77 - Forks: 17

JeroenGar/jagua-rs

A fast and fearless Collision Detection Engine for 2D irregular Cutting and Packing problems

Language: Rust - Size: 1.76 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 73 - Forks: 14

CIAM-Group/NCO_code

L2O/NCO codes from CIAM Group at SUSTech, Shenzhen, China

Language: Python - Size: 442 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 68 - Forks: 16

coin-or/minotaur

Minotaur Toolkit for Mixed-Integer Nonlinear Optimization

Language: C++ - Size: 7.84 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 66 - Forks: 19

tomdbar/eco-dqn

Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".

Language: Python - Size: 32.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 63 - Forks: 25

mcfadd/Job_Shop_Schedule_Problem

Parallel Tabu Search and Genetic Algorithm for the Job Shop Schedule Problem with Sequence Dependent Set Up Times

Language: Python - Size: 3.43 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 62 - Forks: 21

Thinklab-SJTU/T2TCO

[NeurIPS 2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization

Language: Python - Size: 14.6 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 61 - Forks: 7

TensorBFS/TropicalTensors.jl

Tropical tensor network for spin glasses

Language: Julia - Size: 9.36 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 55 - Forks: 3

systemaccounting/mxfactorial

a payment application intended for deployment by the united states treasury that replaces banking with accounting

Language: Rust - Size: 6.83 MB - Last synced at: about 21 hours ago - Pushed at: about 22 hours ago - Stars: 53 - Forks: 26

dilsonpereira/Minimum-Cost-Perfect-Matching

C++ implementation of algorithms for finding perfect matchings in general graphs

Language: C++ - Size: 30.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 52 - Forks: 17

snowberryfield/printemps

C++ metaheuristics modeler/solver for general integer optimization problems.

Language: C++ - Size: 4.26 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 50 - Forks: 4

ai-for-decision-making-tue/Job_Shop_Scheduling_Benchmark_Environments_and_Instances

A benchmarking repo with various solution methods to various machine scheduling problems

Language: Python - Size: 12.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 50 - Forks: 9

IvanIsCoding/GNN-for-Combinatorial-Optimization

JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.

Language: Jupyter Notebook - Size: 3.31 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 50 - Forks: 4

google/kiwi-solver 📦

Kiwi is a minimalist and extendable Constraint Programming (CP) solver.

Language: Java - Size: 96.7 KB - Last synced at: 21 days ago - Pushed at: almost 6 years ago - Stars: 50 - Forks: 8

forfrt/Hyper_Heuristic_Framework

A Hyper-Heuristic framework

Language: Python - Size: 60.3 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 47 - Forks: 10

cssartori/pdptw-instances

Instances for the Pickup and Delivery Problem with Time Windows (PDPTW) based on open data

Language: JavaScript - Size: 9.47 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 46 - Forks: 12

jakobbossek/ecr2

ecr: Evolutionary Computation in R (version 2)

Language: R - Size: 17.6 MB - Last synced at: 25 days ago - Pushed at: over 1 year ago - Stars: 43 - Forks: 8

paulorocosta/learning-2opt-drl

Learning 2-opt Heuristics for the TSP via Deep Reinforcement Learning

Language: Python - Size: 82.2 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 41 - Forks: 18

ashishpatel26/Amazing-Collection-Vehicle-Routing-Problem

Amazing Collection Vehicle Routing Problem

Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 39 - Forks: 16

weiran-aitech/shift_schedule

Modelling and Solving Employee Shift Scheduling (Including Nurse Rostering) Problems Using Constraint Programming (Combination of Artificial Intelligence and Operations Research) and Software Engineering Technologies 应用约束规划(人工智能+运筹学)及软件工程技术建模和解决员工排班(包括护士排班)调度问题

Language: Python - Size: 11 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 38 - Forks: 4

semibran/pack

:package: greedy rectangle packing algorithm

Language: JavaScript - Size: 339 KB - Last synced at: 23 days ago - Pushed at: over 1 year ago - Stars: 38 - Forks: 0

pemami4911/sinkhorn-policy-gradient.pytorch

Code accompanying the paper "Learning Permutations with Sinkhorn Policy Gradient"

Language: Python - Size: 2.56 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 38 - Forks: 10

Zhengzhong-You/RouteOpt

RouteOpt

Language: C++ - Size: 103 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 37 - Forks: 13

trevphil/cryptosym

SAT-based, MILP, and belief propagation preimage attacks on SHA-256 and other cryptographic hash functions

Language: Python - Size: 6.98 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 7

richoux/GHOST

General meta-Heuristic Optimization Solving Toolkit

Language: C++ - Size: 28.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 35 - Forks: 4

domain-independent-dp/didp-rs

Domain-Independent Dynamic Programming (DIDP) framework implemented in Rust.

Language: Rust - Size: 2.47 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 34 - Forks: 1

nathanrooy/simulated-annealing

A simple, bare bones, implementation of simulated annealing optimization algorithm.

Language: Python - Size: 6.47 MB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 34 - Forks: 10

chenmingxiang110/tsp_solver

Solving tsp (travel sales problem) using ruin & recreate method.

Language: Python - Size: 83 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 34 - Forks: 8

Pabloo22/job_shop_lib

A modular Python library for creating, solving, and visualizing job shop scheduling problems.

Language: Python - Size: 19.9 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 33 - Forks: 3

RoyalSkye/Routing-MVMoE

[ICML 2024] "MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts"

Language: Python - Size: 379 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 30 - Forks: 3

rigetti/quantumflow-qaoa 📦

Optimize QAOA circuits for graph maxcut using tensorflow

Language: Python - Size: 8.79 KB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 30 - Forks: 6

jiaqingxie/Theories-of-Graph-Neural-Networks

A List of Papers on Theoretical Foundations of Graph Neural Networks

Size: 227 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 29 - Forks: 0

Willtl/heurisko

C++ platform to perform parallel computations of continuous and combinatorial optimization tasks via metaheuristics.

Language: C++ - Size: 829 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 29 - Forks: 3

rigetti/gym-forest

Reinforcement learning environment for the classical synthesis of quantum programs.

Language: Python - Size: 18.6 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 7

megvii-research/NeurIPS2021-ML4CO-KIDA

1st Solution For NeurIPS 2021 Competition on ML4CO Dual Task

Language: Python - Size: 1.35 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 25 - Forks: 8

Thinklab-SJTU/ML4TSPBench

Official implementation of ICLR 2025 paper: "Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search".

Language: C - Size: 5.19 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 24 - Forks: 0

chaitjo/learning-paradigms-for-tsp

Code for the paper 'On Learning Paradigms for the Travelling Salesman Problem' (NeurIPS 2019 Graph Representation Learning Workshop)

Language: Python - Size: 142 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 4

jieyibi/PIP-constraint

[NeurIPS 2024] Learning to Handle Complex Constraints for Vehicle Routing Problems

Language: Python - Size: 249 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 22 - Forks: 0

RenatoMaynard/Routing-Problems-using-Google-Maps

Optimal routing and delivery solutions using Google Maps and Python.

Language: Jupyter Notebook - Size: 3.09 MB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 21 - Forks: 0

ai4co/parco

PARCO: Parallel AutoRegressive Combinatorial Optimization

Language: Python - Size: 14.9 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 20 - Forks: 0

Thinklab-SJTU/HardSATGEN

[SIGKDD 2023] HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline

Language: Python - Size: 25.9 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 20 - Forks: 0

ANRGenstar/genstar

Generation of Synthetic Populations Library

Language: Java - Size: 3.7 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 2

fuglede/numberpartitioning

Pure Python solver for the multi-way partition problem

Language: Python - Size: 40 KB - Last synced at: 19 days ago - Pushed at: over 3 years ago - Stars: 20 - Forks: 4

ai4co/devformer

[ICML 2023] Official code for "DevFormer: A Symmetric Transformer for Context-Aware Device Placement"

Language: Python - Size: 42.9 MB - Last synced at: 27 days ago - Pushed at: 5 months ago - Stars: 19 - Forks: 0

bruscalia/tsp-grasp

A Greedy Randomized Adaptive Search Procedure (GRASP) for the Traveling Salesman Problem (TSP)

Language: Python - Size: 43.7 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 1

ALFA-group/adversarial-code-generation

[ICLR 2021] "Generating Adversarial Computer Programs using Optimized Obfuscations" by Shashank Srikant, Sijia Liu, Tamara Mitrovska, Shiyu Chang, Quanfu Fan, Gaoyuan Zhang, and Una-May O'Reilly

Language: Python - Size: 16.2 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 19 - Forks: 4

RenatoMaynard/Branch-and-Bound-for-Multiple-Knapsack-Problem

A Python implementation of a branch-and-bound approach (plus a simple greedy heuristic) to solve a variation of the multiple knapsack problem where items have both individual and pairwise benefits.

Language: Python - Size: 24.4 KB - Last synced at: 6 days ago - Pushed at: about 2 months ago - Stars: 18 - Forks: 0

ramithuh/diff-evol-tree-search

We introduce a differentiable approach to phylogenetic tree construction, optimizing tree and ancestral sequences in its original representation itself, thus requiring no prior training data.

Language: Python - Size: 23.6 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 2

dilsonpereira/Formigueiro

A python Framework for Simple Ant Colony Optimization Algorithms

Language: Python - Size: 15.6 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 18 - Forks: 4

k1242/cayleypy-cube

Efficient zero-human-knowledge NN-based solver for NxNxN Rubik's cubes and general Cayley graphs

Language: Python - Size: 22.3 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 17 - Forks: 4

ingambe/End2End-Job-Shop-Scheduling-CP

An end to end reinforcement learning approach with a reinforcement learning environment modeled as a CP model

Language: Python - Size: 1.05 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 2

ZIYU-DEEP/Awesome-Papers-on-Combinatorial-Semi-Bandit-Problems

A curated list on papers about combinatorial multi-armed bandit problems.

Size: 40 KB - Last synced at: 4 days ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 0

jokofa/JAMPR

Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention

Language: Python - Size: 129 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 16 - Forks: 1

rschwarz/Diderot.jl

Decision Diagrams for Discrete Optimization - Generic Julia Implementation

Language: Julia - Size: 196 KB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 16 - Forks: 6

RoyalSkye/Routing-CNF

[NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"

Language: Python - Size: 766 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 15 - Forks: 0

shunji-umetani/tsp-solver

metaheuristics for traveling salesman problem (TSP)

Language: Python - Size: 155 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 5

garciparedes/jinete 📦

High Performance solving suite for the Pickup and Delivery Problem and its related extensions.

Language: Python - Size: 10.2 MB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 15 - Forks: 2

DarkStarStrix/QSolvers

The Swiss Army Knife of Applied Quantum Technology

Language: Python - Size: 15.8 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 14 - Forks: 5

jokofa/NeuroLS

Code repository for the corresponding paper "Learning to Control Local Search for Combinatorial Optimization"

Language: C++ - Size: 121 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 4

mit-wu-lab/learning-to-configure-separators

[NeurIPS 2023] Learning to Configure Separators in Branch-and-Cut

Language: Python - Size: 6.4 MB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 2

CharJon/GeCO

Generators for Combinatorial Optimization

Language: Python - Size: 422 KB - Last synced at: 22 days ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 4

jokofa/JAMPR_plus

Large Neighborhood Search based on Neural Construction Heuristics

Language: Python - Size: 106 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 5

aryandeshwal/BOPS

Python implementation of Bayesian optimization over permutation spaces.

Language: MATLAB - Size: 1.95 MB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 1

MuamerHr/CuttingAndPacking

Heuristic procedures and cutting pattern generation for the one dimensional cutting stock problem.

Language: C# - Size: 193 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 14 - Forks: 6

RenatoMaynard/VRP-Models-and-Algorithms

VRP-Models-and-Algorithms Models and algorithms for solving Vehicle Routing Problems using optimization and heuristics.

Language: Jupyter Notebook - Size: 201 KB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 13 - Forks: 0

gaocrr/ELG

Official implementation of IJCAI'24 paper "Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy"

Language: Python - Size: 108 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 13 - Forks: 5

joschout/SubmodularMaximization

A collection of optimization algorithms for maximizing unconstrained submodular set functions.

Language: Python - Size: 157 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 2

Proyag/FlowShopProject

Optimization of permutation flow shop scheduling on the basis of makespan computation using natural algorithms. Done as a master's degree project at St. Xavier's College, Kolkata, under the supervision of Mr. Siladitya Mukherjee.

Language: Python - Size: 2.71 MB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 13 - Forks: 6

ntt-dkiku/route-explainer

The official implementation of "RouteExplainer: An Explanation Framework for Vehicle Routing Problem" (PAKDD 2024, oral)

Language: Python - Size: 833 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 12 - Forks: 1

flixpar/AlphaTSP

AlphaGo inspired TSP Heuristic Solver

Language: Jupyter Notebook - Size: 1010 KB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 12 - Forks: 5

tmetsch/graph_stitcher

Graph algorithms to merge two graphs based on stitching.

Language: Python - Size: 454 KB - Last synced at: 18 days ago - Pushed at: over 5 years ago - Stars: 12 - Forks: 3

desaichirayu/Vehicle-Routing-Optimization-Using-Artificial-Intelligence Fork of shlok57/VehicleRoutingProblem

Repository for various solutions to the vehicular routing problem using AI

Language: Python - Size: 39.5 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 3

ai4co/eph-mapf

[IROS'24] EPH: Ensembling Prioritized Hybrid Policies for Multi-agent Pathfinding

Language: Python - Size: 26.3 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 11 - Forks: 6

ed-lam/nutmeg

Nutmeg – a MIP and CP branch-and-check solver

Language: C++ - Size: 1.57 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 0

TerrayTM/pytimize

Python optimization library for mathematical programming.

Language: Python - Size: 383 KB - Last synced at: 11 days ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 0

GeminiLight/ml4co-survey

A survey on machine learning for combinatorial optimization.

Language: HTML - Size: 7.79 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 3

omargup/neural_combinatorial_optimization

A peper list for machine learning models solving combinatorial problems, NP-hard problems and problems in graphs.

Size: 90.8 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 4

cicirello/InteractiveBinPacking

Self-guided tutorial on combinatorial optimization, the bin packing problem, and constructive heuristics, suitable for use as course assignments, or by self-directed learners.

Language: Java - Size: 1.39 MB - Last synced at: 3 days ago - Pushed at: 5 days ago - Stars: 10 - Forks: 2

Related Topics
optimization 65 python 44 machine-learning 33 operations-research 32 reinforcement-learning 31 metaheuristics 26 deep-learning 25 vehicle-routing-problem 23 graph-neural-networks 21 tsp 20 travelling-salesman-problem 20 optimization-algorithms 19 integer-programming 19 genetic-algorithm 18 heuristics 17 constraint-programming 16 simulated-annealing 15 algorithms 15 pytorch 14 linear-programming 14 traveling-salesman-problem 14 knapsack-problem 14 cpp 14 neural-combinatorial-optimization 14 combinatorics 14 artificial-intelligence 13 graph-algorithms 13 local-search 12 deep-reinforcement-learning 12 mixed-integer-programming 11 java 11 discrete-optimization 11 branch-and-bound 10 scheduling 10 gurobi 9 bin-packing 9 dynamic-programming 9 greedy-algorithms 9 mathematical-programming 8 np-hard 8 python3 8 julia 8 tabu-search 8 logistics 7 algorithm 7 vrp 7 quantum-algorithms 7 ant-colony-optimization 7 job-shop-scheduling-problem 7 graph 6 computer-vision 6 discrete-mathematics 6 benchmark 6 neural-networks 6 bin-packing-problem 6 quantum-computing 6 graph-theory 5 neural-network 5 rust 5 evolutionary-algorithm 5 tsp-problem 5 evolutionary-computation 5 gurobi-optimization 5 sat 5 evolutionary-algorithms 5 r 5 qaoa 5 scip 5 optimization-problem 5 np 4 cvrptw 4 knapsack 4 knapsack-solver 4 transformer 4 combinatorial-search 4 rl 4 metaheuristic 4 quadratic-assignment-problem 4 scheduling-algorithms 4 genetic-algorithms 4 cplex 4 ml 4 network-design 4 bayesian-optimization 4 black-box-optimization 4 submodular-optimization 4 recursion 4 mip 4 column-generation 4 random-walk 4 generalization 4 heuristic-algorithm 4 network-analysis 4 constraint-satisfaction-problem 4 solver 4 traveling-salesman 4 iterated-local-search 4 lstm 4 google-or-tools 4 large-language-models 3