A comprehensive Python implementation comparing multiple metaheuristic algorithms for solving the Vehicle Routing Problem with Time Windows (VRPTW). It provides a detailed comparison of four ...

Oak Ridge National Laboratory (ORNL), Oak Ridge, Tennessee, 37830-6485 [July 1993 to present.] November 2024 to present. Data Acquisition software suite (See below) and various EPICS Beamline Control ...

An interactive Ant Colony Optimization (ACO) visualization built with JS. Explores ACO's potential for network routing (e.g., Lightning Network) and includes a conceptual Python model. ARIY is a React ...

Abstract: This study examined how the Ant Colony Optimization (ACO) algorithm could be used to improve urban route planning, using a simulation based on the classic Traveling Salesman Problem (TSP).

This article introduces an innovative interactive visualization tool designed to demystify quantum machine learning (QML) algorithms. Our work is inspired by the success of classical machine learning ...

Abstract: Bio-inspired algorithms, such as ant colony optimization (ACO) and others, have been applied to job scheduling. However, ACO applications were viewed as black boxes that were difficult to ...