randomized rule application
[ˈrændəmaɪzd rul ˌæplɪˈkeɪʃən]
nounpl: randomized rule applications
aplicação aleatória de regras
1. A computational or procedural process in which rules or algorithms are applied in random order or with random selection, rather than following a predetermined sequence
The software uses randomized rule application to distribute processing tasks across multiple servers.
O software utiliza aplicação aleatória de regras para distribuir tarefas de processamento entre múltiplos servidores.
2. In machine learning and artificial intelligence, the technique of applying training rules or decision rules in a non-deterministic manner to improve model generalization
Randomized rule application in the neural network helped reduce overfitting during training.
A aplicação aleatória de regras na rede neural ajudou a reduzir o overfitting durante o treinamento.
3. In formal systems or logic programming, the selection and execution of inference rules in a random sequence rather than a fixed order
The expert system employed randomized rule application to explore different solution paths.
O sistema especialista empregou aplicação aleatória de regras para explorar diferentes caminhos de solução.
This is primarily a technical term used in computer science, artificial intelligence, and software engineering contexts in both Brazil and the USA. It is not commonly used in everyday conversation. In academic settings, particularly in universities and research institutions in Brazil (like USP and UFRJ), this term is standard. The concept has become increasingly important with the rise of machine learning and probabilistic algorithms in tech industries across both countries.
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