algorithm initialization
[ˈælɡərɪðəm ˌɪnɪʃəlaɪˈzeɪʃən]
nounpl: algorithm initializations
inicialização de algoritmo
1. The process of setting up the initial conditions, parameters, and data structures required for an algorithm to begin execution
Proper algorithm initialization is crucial to ensure the neural network converges to an optimal solution.
A inicialização adequada do algoritmo é crucial para garantir que a rede neural converja para uma solução ótima.
2. The assignment of starting values to variables, weights, seeds, and other components before running a computational algorithm
The random seed used in algorithm initialization affects the reproducibility of machine learning models.
A semelhança usada na inicialização do algoritmo afeta a reprodutibilidade dos modelos de aprendizado de máquina.
3. The preparatory phase in algorithm implementation where default or computed values are established
Algorithm initialization determines whether the iterative process will successfully find a solution.
A inicialização do algoritmo determina se o processo iterativo encontrará com sucesso uma solução.
This is a specialized technical term used universally in computer science and software engineering communities across Brazil, Portugal, and the USA. It is particularly important in discussions of machine learning, numerical analysis, and software development. The term is language-agnostic in international tech contexts, often used in English even in Portuguese-speaking technical environments.
Related Idioms & Phrases
garbage in, garbage out (GIGO) - related to poor initialization leading to poor results
set the stage - preparation phase similar to initialization
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