adaptive algorithm
[ə-ˈdap-tiv ˈal-gə-ˌri-ðəm]
nounpl: adaptive algorithms
algoritmo adaptativo
1. A computational procedure that modifies its behavior or parameters in response to changes in input data or system conditions to improve performance
The machine learning model uses an adaptive algorithm to adjust its weights based on prediction errors.
O modelo de aprendizado de máquina utiliza um algoritmo adaptativo para ajustar seus pesos com base nos erros de predição.
2. A self-modifying algorithm that learns from experience and optimizes its operation over time
Network routing protocols employ adaptive algorithms to find the most efficient paths.
Protocolos de roteamento de rede empregam algoritmos adaptativos para encontrar os caminhos mais eficientes.
3. An algorithm designed to handle dynamic or non-stationary environments by continuously updating its strategy
Spam filters use adaptive algorithms to recognize new types of malicious emails.
Filtros de spam usam algoritmos adaptativos para reconhecer novos tipos de e-mails maliciosos.
In Brazilian tech and academic communities, 'algoritmo adaptativo' is the standard Portuguese translation, though English terminology is frequently retained in technical documentation and international collaborations. The concept is central to modern AI and machine learning discussions globally, and professionals often code-switch between Portuguese and English when discussing these topics. In Portugal, the terminology is similar but less frequently discussed in casual contexts compared to Brazil's growing tech sector.
Related Idioms & Phrases
rolling with the punches (adapting to changing circumstances)
learn as you go (gaining knowledge through adaptation)
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