The term "global maximum" refers to the point in a given function or dataset where the highest value occurs, considering all possible values in the entire domain. It is widely used in mathematics, particularly in optimization problems, calculus, and computer science.
In terms of frequency, "global maximum" is more commonly used in written contexts, particularly in academic, scientific, and technical literature, than in everyday oral speech.
Алгоритм оптимизации успешно определил глобальный максимум функции.
In the analysis of the dataset, we found a global maximum that represented the peak performance.
В анализе набора данных мы обнаружили глобальный максимум, который представлял собой пиковую производительность.
To ensure the solution is robust, we need to verify if we have indeed reached the global maximum.
The phrase "global maximum" does not have widely recognized idiomatic expressions. However, it frequently appears in specific contexts related to optimization and decision-making processes.
Нахождение глобального максимума часто требует значительных вычислительных усилий и сложных алгоритмов.
Researchers strive for the global maximum when developing models to predict economic trends.
Исследователи стремятся к глобальному максимуму при разработке моделей для прогнозирования экономических тенденций.
Working through the local maxima helps in determining if we can reach the global maximum.
The word "global" comes from the Latin "globus," meaning "sphere" or "round mass," referring to the idea of encompassing all aspects. The term "maximum" derives from the Latin "maximus," meaning "greatest." Together, "global maximum" literally translates to the "greatest value across the entire scope."
In various fields, understanding the concept of "global maximum" is essential for optimization tasks, ensuring that the solutions are not just locally optimal but provide the best possible outcomes in a given scenario.