This project focuses on formulating and solving a quadratic optimization problem using the Gurobi solver in MATLAB. The aim is to maximize a quadratic objective function subject to specific ...

Quadratic Optimization based Clique Expansion for Overlapping Community Detection. global-community-detection clique-expansion quadratic-optimization. Updated Oct 21, 2020; MATLAB; gantz-thomas-gantz ...

We consider the NP-hard combinatorial optimization problem of minimizing arbitrary quadratic forms over the {0, 1 } (Boolean) lattice. While polynomial-time approximation algorithms do exist for such ...

First-order methods for solving quadratic programs (QPs) are widely used for rapid, multiple-problem solving and embedded optimal control in large-scale machine learning. The problem is, these ...

In this paper, a modified version of the Classical Lagrange Multiplier method is developed for convex quadratic optimization problems. The method, which is evolved from the first order derivative test ...

2 Quadratic unconstrained binary optimization problems 2.1 2-Satisfiability problems The problem of assigning values to binary variables such that given constraints on pairs of variables are satisfied ...