What is another word for fitness function?

Pronunciation: [fˈɪtnəs fˈʌŋkʃən] (IPA)

A fitness function refers to a particular mathematical function that measures the performance of a computer program or algorithm. This term is commonly used in genetic programming, where fitness functions are used to evaluate the suitability of a genetic algorithm. Another term used interchangeably with fitness function is "evaluation function." This evaluation function measures the individual's or population's fitness level based on their traits or behavior. In the context of machine learning, fitness functions are also known as objective functions, cost functions, or loss functions. The purpose of these functions is to minimize the difference between the model's output and the actual value or label during training.

What are the hypernyms for Fitness function?

A hypernym is a word with a broad meaning that encompasses more specific words called hyponyms.
  • Other hypernyms:

    objective function, cost function, Optimization Function, evaluation function, merit function, performance function, profit function, score function, selection function.

Related words: fitness function graph, convex hull fitness function, linear regression fitness function, convex optimization fitness function, concave hull fitness function, linear programming fitness function

Related questions:

  • What is a fitnes function?
  • What is the difference between a convex and a concave hull fitness function?
  • What does a linear optimization fitness function do?
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