We present a novel linear program for the approximation of the dynamic programming cost-to-go function in high-dimensional stochastic control problems. LP approaches to approximate DP have typically ...

Finite horizon risk sensitive MDP and linear programming Publisher: IEEE Cite This PDF Atul Kumar; Veeraruna Kavitha; N. Hemachandra All Authors 6 ...

Simple Linear Programming with CPLEX IBM ILOG CPLEX Optimizer is a tool for solving linear optimization problems, commonly referred to as Linear Programming (LP) problems. The CPLEX Python API is a ...

Vande Vate (1989) described the polytope whose extreme points are the stable (core) matchings in the Marriage Problem. Rothblum (1989) simplified and extended this result. This paper explores a ...

In this letter, we consider the Multi-Robot Efficient Search Path Planning (MESPP) problem, where a team of robots is deployed in a graph-represented environment to capture a moving target within a ...

Linear Programming using Python PuLP This repository demonstrates how to use Linear programming using python package called pulp for optimization problem Examining real-world challenges reveals that ...

NVIDIA's cuOpt leverages GPU technology to drastically accelerate linear programming, achieving performance up to 5,000 times faster than traditional CPU-based solutions.