heuristic-based implementation
[hyoo-RIS-tik-BAYST im-pluh-men-TAY-shun]
nounpl: heuristic-based implementations
implementação baseada em heurística
1. A software or system implementation approach that uses heuristics (practical problem-solving methods based on experience and intuition rather than guaranteed algorithms) to achieve solutions efficiently
The search engine used a heuristic-based implementation to quickly rank relevant results without checking every possible combination.
O mecanismo de busca usou uma implementação baseada em heurística para classificar rapidamente resultados relevantes sem verificar todas as combinações possíveis.
2. The practical application of rule-of-thumb techniques and educated guesses in programming or system design to solve complex problems within acceptable time and resource constraints
Their heuristic-based implementation of the pathfinding algorithm reduced computation time by 60%.
A implementação baseada em heurística do algoritmo de busca de caminho reduziu o tempo de computação em 60%.
This is specialized technical jargon primarily used in computer science, software engineering, and artificial intelligence fields in both Brazil and the USA. In Brazilian tech communities (particularly São Paulo and Rio de Janeiro), the term is increasingly used as companies develop AI and machine learning solutions. The concept emphasizes practical, efficient problem-solving over mathematical perfection—a philosophy that resonates in pragmatic engineering cultures on both sides of the Atlantic.
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