Deep Learning with Yacine on MSN

Adadelta Optimizer From Scratch in Python – Step-by-Step Tutorial

Learn how to implement the Adadelta optimization algorithm from scratch in Python. This tutorial explains the math behind ...
Deep Learning with Yacine on MSN

AdaMax Optimizer From Scratch in Python – Step-by-Step Tutorial

Learn how to implement the AdaMax optimization algorithm from scratch in Python. A great tutorial for understanding one of the most effective optimizers in deep learning.
IEEE

A Novel Knowledge-Based Genetic Algorithm for Robot Path Planning in Complex Environments

Abstract: This article presents a novel knowledge-based genetic algorithm (GA) to generate a collision-free path in complex environments. The proposed algorithm infuses specific domain knowledge into ...
IEEE

Optimization of Shark Groove Drag Reduction Based on CFD and Genetic Algorithm

Abstract: An optimization of shark scale flake groove structure by genetic algorithm is proposed to enhance its drag reduction performance. The microstructure of shark scales has been shown to play a ...