IEEE

Last-Mile Route Optimization Using Genetic Algorithm, Integer Programming, and Machine Learning-Based Clustering and Cost Estimation Models

Abstract: This study proposes a hybrid framework for optimizing last-mile delivery routes that combines Genetic Algorithm (GA), Integer Programming (IP), and machine learning (ML)-based clustering and ...
IEEE

A Scalable MVDR Beamforming Algorithm that is Linear in the number of Antennas

Abstract: The Minimum Variance Distortionless Response (MVDR) beamforming technique is widely applied in array systems to mitigate interference. However, applying MVDR to large arrays is ...
GitHub

Algebra, Topology, Differential Calculus, and Optimization Theory for Computer Science and Machine Learning

Linear Programs The Simplex Algorithm Linear Programming and Duality Basics of Hilbert Spaces General Results of Optimization Theory Introduction to Nonlinear Optimization Subgradients and ...