algorithmic exhaustion
[/ˌælɡərɪðmɪk ɪɡˈzɔːstʃən/]
nounpl: algorithmic exhaustions
esgotamento algorítmico
1. The state or condition where an algorithm has explored all possible solutions, states, or branches of a search space without finding an optimal or satisfactory result
The search algorithm reached algorithmic exhaustion after examining every possible path through the decision tree.
O algoritmo de busca atingiu o esgotamento algorítmico após examinar cada caminho possível na árvore de decisão.
2. In computational contexts, the depletion of computational resources or time limits when an algorithm cannot complete its exhaustive search within practical constraints
Due to algorithmic exhaustion, the system had to return an approximate solution rather than the optimal one.
Devido ao esgotamento algorítmico, o sistema teve que retornar uma solução aproximada em vez da ótima.
3. The phenomenon of an algorithm systematically eliminating all candidate solutions through brute force or exhaustive search methods
Algorithmic exhaustion is sometimes necessary in cryptography to ensure all possibilities have been considered.
O esgotamento algorítmico às vezes é necessário em criptografia para garantir que todas as possibilidades tenham sido consideradas.
This is a specialized technical term primarily used in computer science, software engineering, and artificial intelligence fields. It is not commonly used in everyday conversation in either Brazilian or American English. The term has gained more prominence with increased discussion of AI limitations and computational complexity in popular tech discourse. In Brazil, the term is adopted directly from English in many tech-forward contexts, though Portuguese translations are preferred in formal academic settings.
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