罚函数英文解释翻译、罚函数的近义词、反义词、例句
英语翻译:
【计】 penalty function; penelty function【化】 penalty function
分词翻译:
罚的英语翻译:
penalize; punish【法】 punish; punishment
函数的英语翻译:
function【计】 F; FUNC; function
网络扩展解释
罚函数
罚函数(pénghànshù)是指一种在优化算法中常用的数学函数,通常用来将优化问题中的约束转化为非约束问题。该函数的中文名称“罚函数”是根据它的作用而来,即为任何违反约束条件的候选解增加罚值,从而避免算法搜索到不合理的解。
英语解释翻译
The penalty function is a mathematical function commonly used in optimization algorithms to convert constrained optimization problems into unconstrained problems. Its English name accurately reflects its function, as it imposes penalty values on any candidate solutions that violate constraints, thereby preventing the algorithm from searching for unreasonable solutions.
英文读音
[ˈpɛnəlti ˈfʌŋkʃən]
英文的用法(中文解释)
Penalty functions are widely used in various optimization algorithms, including but not limited to gradient descent, covariance matrix adaptation, and genetic algorithms. They are especially useful when the optimization problem involves constraints, as they allow the algorithm to search for feasible solutions without being hindered by the constraints themselves.
英文例句(包含中文解释)
1. The penalty function can help us solve complicated constrained optimization problems.(罚函数可以帮助我们解决复杂的约束优化问题。)
2. By adding penalty terms to the objective function, we can force the algorithm to prioritize feasible solutions.(通过在目标函数中添加罚项,我们可以迫使算法优先选择可行解。)
英文近义词(包含中文解释)
1. Augmented Lagrangian method(增广拉格朗日法)
2. Barrier method(障碍函数法)
3. Constraint handling method(约束处理方法)
英文反义词(包含中文解释)
Unconstrained optimization(无约束优化)
英文单词常用度
Penalty function是一种在计算机科学和应用数学领域经常使用的术语,其常用度较高。