Stars
The Multi-Parent Biased Random-Key Genetic Algorithm with Implict Path Relink - Python version
code for my essay——adaptive social mobile-restructure differential evolution (▰˘◡˘▰)
EvoMapX, a novel explainable AI framework designed to interpret the internal dynamics of population-based optimization algorithms.
A solver for the (unicost) set covering problem
Exact Branch-and-Benders-cut algorithm for the Maximal Covering Location Problem and for the Partial Set Covering Location Problem
This repository includes the implementation of the NuSC algorithm and the testing benchmarks.
Source code for the article "Solving the Set Covering Problem with Conflicts on Sets: a new parallel GRASP"
Code for [ICML2025]``Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design``.
Code of NeurIPS paper: arxiv.org/abs/2302.08224
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
Experimentation procedure for Iterative Optimization Heuristics
Metaheuristic Optimization framewoRK. Test the generator available at https://generator.mork-optimization.com/
MeLA: a Metacognitive LLM-Driven Architecture that presents a new paradigm for Automatic Heuristic Design (AHD)
[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
Graph Optimiser for Learning and Evolution of Models
Recent research papers about Foundation Models for Combinatorial Optimization
Official Code Implementation for "QUBE: Enhancing Automatic Heuristic Design via Quality-Uncertainty Balanced Evolution"
Large Language Model Evolutionary Algorithm
LLM4AD: A Platform for Algorithm Design with Large Language Model
A bestiary of evolutionary, swarm and other metaphor-based algorithms
A list of awesome papers and resources of the intersection of Large Language Models and Evolutionary Computation.
Optimizing k-coverage in Energy-saving Wireless Sensor Networks Based on the Elite Global Growth Optimizer
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold N…