supreethmv/BILP-Q
This repository contains the code to reproduce the results presented in the paper BILP-Q: Quantum Coalition Structure Generation
This project helps researchers and practitioners in cooperative game theory to determine the most effective ways for groups of agents to form coalitions. It takes as input various distributions of coalition values and identifies the best coalition structures, outputting a detailed analysis of the optimal solutions and the performance of different computational methods. The target users are researchers and advanced students in fields like economics, operations research, and artificial intelligence who are exploring quantum computing applications for combinatorial optimization.
No commits in the last 6 months.
Use this if you are a researcher investigating quantum approaches to solve the Coalition Structure Generation problem and want to compare quantum algorithms against classical baselines.
Not ideal if you need a solution for large-scale, real-world coalition formation problems or if you are not familiar with quantum computing concepts and environments like IBM Qiskit or D-Wave.
Stars
12
Forks
—
Language
Jupyter Notebook
License
LGPL-2.1
Category
Last pushed
Apr 19, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/supreethmv/BILP-Q"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
PennyLaneAI/pennylane
PennyLane is an open-source quantum software platform for quantum computing, quantum machine...
qiskit-community/qiskit-machine-learning
An open-source library built on Qiskit for quantum machine learning tasks at scale on quantum...
netket/netket
Machine learning algorithms for many-body quantum systems
tencent-quantum-lab/tensorcircuit
Tensor network based quantum software framework for the NISQ era
mit-han-lab/torchquantum
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum...