Deep Learning with Yacine on MSN

Backpropagation from scratch in Python – step by step neural network tutorial

Learn how backpropagation works by building it from scratch in Python! This tutorial explains the math, logic, and coding behind training a neural network, helping you truly understand how deep ...
IEEE

Controlled Non-Dominated Sorting Genetic Algorithms for Multi-Objective Optimal Design of Standalone and Grid-Connected Renewable Energy Systems in Integrated Energy Sectors

Abstract: Non-dominated sorting genetic algorithms are recognized for their robustness and flexibility in optimizing renewable energy systems, surpassing traditional methods by handling multiple ...
C&EN

Accelerating Prediction of Antiviral Peptides Using Genetic Algorithm-Based Weighted Multiperspective Descriptors with Self-Normalized Deep Networks

Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu 610054, China Department of Computer Science, Abdul Wali Khan University Mardan, ...
Frontiers

Establishing an algorithm for molecular genetic diagnostics in Chinese children with brachydactyly type E

Background: Brachydactyly type E (BDE) is characterized by variable shortening of metacarpals or metatarsals, often involving phalanges. It may occur as an isolated anomaly or as part of congenital ...
C&EN

Fine-Tuning a Genetic Algorithm for CAMD: A Screening-Guided Warm Start

More sustainable chemical processes require the selection of suitable molecules, which can be supported by computer-aided molecular design (CAMD). CAMD often generates and evaluates molecular ...
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 ...
GitHub

algorithm-implementation

Trigon Evo is a powerful Roblox Lua IDE and script executor that allows you to run and test Lua scripts with ease. Capable of executing 99% of scripts, Trigon Evo ensures seamless performance across ...
Scientific Research Publishing

Lin, W., Wandelt, S. and Sun, X. (2021) Efficient Network Dismantling through Genetic Algorithms. Soft Computing, 26, 3107-3125.

ABSTRACT: The economic dispatch problem in power systems is a classic issue in the field of power systems. This paper first uses the traditional genetic algorithm to solve the economic dispatch ...
Scientific Research Publishing

Chen, H., Chen, C. and Wang, Y. (2022) Auto-Design of Multi-Pass Cell with Small Size and Long Optical Path Length Using Parallel Multi-Population Genetic Algorithm. IEEE ...

ABSTRACT: The economic dispatch problem in power systems is a classic issue in the field of power systems. This paper first uses the traditional genetic algorithm to solve the economic dispatch ...