IEEE

A Multi-Fidelity Genetic Algorithm for Hyperparameter Optimization of Deep Neural Networks

Abstract: Hyperparameter optimization on machine learning models is crucial for their correct refinement. For complex big models such as deep learning (DL) models, in which a single training model is ...
IEEE

Discrete Starfish Optimization Algorithm for Symmetric Travelling Salesman Problem

Abstract: This paper introduces a new discrete StarFish Optimization Algorithm (D-SFOA) to solve a complex discrete Symmetric Travelling Salesman Problem (STSP). The discrete SFOA algorithm is ...
Southern Living

When To Prune A Butterfly Bush For Bigger, Healthier Blooms

Butterfly bushes are hugely popular in the South for many reasons. They’re easy to grow and bloom all summer long in shades of pink, purple, white, and magenta. Of course, they also provide ...
GitHub

Evolution of Optimization Methods: Algorithms, Scenarios, and Evaluations

Foundational optimization algorithms are the core driving force behind deep learning, evolving from early stochastic gradient descent (SGD) to the widely adopted Adam family. However, as the scale of ...