Caesar AI Atlas

Rule-based Algorithms

Also known as: Rule based Algorithms

Caesar AI Atlas Definition

Rule-based algorithms follow explicitly defined rules or instructions rather than learning patterns from data. They are useful when the logic is known, stable, and auditable, but they may be brittle when real-world variation exceeds the predefined rules.

Other Definitions

Rule-based Algorithms Source

are fully prescribed algorithms that follow pre-defined rules. For example, a rule-based algorithm for making sourdough bread might look like a recipe from a cookbook, listing which ingredients are needed, how much of each ingredient to mix in what order, and how long to bake.

Related Terms

VariationRule-based SystemLearning AlgorithmsAdaptive AlgorithmHybrid AIRobotic Process Automation (RPA)