As any beginner to data science knows, the field is full of complex problems. Complexity adds a lot more steps to any procedure, and this adds up exponentially when AI workloads are considered.

Solving linear programming problems in a spreadsheet yields equations for maximizing business profits. As applied to business, linear programming typically involves an objective formula, such as ...

Many resource allocation issues in wireless communications can be modeled as assignment problems and can be solved online with global information. However, traditional methods for assignment problems ...

Mauricio G. C. Resende, K. G. Ramakrishnan, Zvi Drezner, Computing Lower Bounds for the Quadratic Assignment Problem with an Interior Point Algorithm for Linear ...

This paper presents an improved one-layer projection neural network for solving the linear assignment problem. The assignment problem is first converted into a linear programming problem, then a ...

This project aims at popularizing the usage of numerical methods, and in particular, linear programming techniques, for solving various types of information- and incentive-constrained problems in ...