global optimization
[ˈɡloʊbəl ˌɑːptɪmaɪˈzeɪʃən]
nounfemininepl: global optimizations / otimizações globais
otimização global
1. A mathematical and computational process of finding the best solution (maximum or minimum) of a function across its entire domain, rather than just local improvements
Global optimization is crucial in machine learning to find the optimal parameters for a neural network.
A otimização global é crucial no aprendizado de máquina para encontrar os parâmetros ideais de uma rede neural.
2. In business and operations, the process of improving overall system performance by considering all variables and constraints simultaneously across an entire organization or process
The company implemented global optimization strategies to reduce costs across all departments.
A empresa implementou estratégias de otimização global para reduzir custos em todos os departamentos.
3. The computational technique that avoids getting stuck in local minima or maxima when solving complex problems
Global optimization algorithms use techniques like simulated annealing to escape local optima.
Os algoritmos de otimização global usam técnicas como recozimento simulado para escapar de ótimos locais.
Global optimization is a technical term primarily used in mathematics, computer science, engineering, and business management. In Brazil, it has gained prominence with the growth of the tech sector and data science industries. The term is increasingly used in corporate contexts as companies pursue efficiency improvements. In the USA, it's a cornerstone concept in operations research and artificial intelligence fields.
Related Idioms & Phrases
finding the best possible solution
maximizing overall efficiency
avoiding local minima
finding a global maximum/minimum
alcançar a melhor solução possível
maximizar a eficiência geral
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