algorithm initialization
[/ˈælɡərɪðəm ɪˌnɪʃəlaɪˈzeɪʃən/]
nounfemininepl: initializations of algorithm / algorithm initializations
inicialização de algoritmo
1. The process of setting up an algorithm by assigning initial values to variables, parameters, and data structures before execution begins
Proper algorithm initialization is crucial for the convergence of machine learning models.
A inicialização correta do algoritmo é crucial para a convergência dos modelos de aprendizado de máquina.
2. The preliminary step in computational procedures where starting conditions, seeds, or default values are established
The algorithm initialization phase determines the starting point for the iterative process.
A fase de inicialização do algoritmo determina o ponto de partida para o processo iterativo.
3. In machine learning, the process of setting initial weights and biases in neural networks
Random algorithm initialization can lead to different final results in deep learning.
A inicialização aleatória do algoritmo pode levar a resultados finais diferentes em aprendizado profundo.
This is technical jargon primarily used in computer science, software engineering, and artificial intelligence fields in both Brazil and the USA. In Brazil, it is commonly encountered in academic publications, tech company documentation, and programming courses. The term has direct equivalence in Portuguese without significant cultural variation, reflecting the international nature of computer science terminology.
Related Idioms & Phrases
initialize from scratch
cold start initialization
warm start initialization
proper initialization is half the battle
Look up more words on Fala2Me
The free English-Portuguese dictionary with real Brazilian accents, NYC slang, conjugator and more
Open Fala2Me →