heuristic

comparative more heuristic · superlative most heuristic

1. learning; or discovery; learning; or discoveryThat employs a practical method not guaranteed to be optimal or perfect; either not following or derived from any theory, or based on an advisedly oversimplified one.First known use 1821

   "The heuristic appraisal is the 'identification and evaluation of hints and clues that can provide direction to inquiry in the sometimes large gap between the extremes of complete knowledge and complete ignorance'”.

   2015, Emiliano Ippoliti, Thomas Nickles, Heuristic Reasoning

2. computingThat provides a useful, but not optimal, solution to a problem. Such algorithms are typically employed either because the only known algorithms that provide optimal solutions use too much time or resources, or else because there is no known algorithm that provides an optimal solution.

   If a heuristic algorithm works for most of the input data or its maximum percentage error is tolerable, we may prefer the heuristic algorithm to an optimum algorithm that requires a long time.

   2002, Te Chiang Hu, Man-tak Shing, Combinatorial Algorithms

3. That reasons from the value of a method or principle that has been shown by experimental investigation to be a useful aid in learning, discovery and problem-solving.

plural heuristics

1. A heuristic method.First known use 1860
2. The art of applying heuristic methods.
3. computingA heuristic algorithm or method.