Generative, Heuristic, and Production Approaches in AI

The concepts of generative, heuristic, and production have different definitions and applications in computer science and cognitive science: Generative: Generative models are statistical models designed to model the process of data generation, enabling the generation of new data similar to observed data. They are typically based on modeling the data distribution, such as probability distributions … Read more

Artificial Intelligence: From Heuristic Programs to Expert Systems

Artificial Intelligence: From Heuristic Programs to Expert Systems

The mainstream development of artificial intelligence is from “Heuristic Programs” to “Expert Systems”. 1. Heuristic Programs Heuristic programs are computer programs that simulate human thinking methods and rules, used to simulate and explore human thinking methods and intelligent activities in various problem-solving processes, in order to improve the level of artificial intelligence in computer applications … Read more

Artificial Intelligence: From Heuristic Programs to Expert Systems

Artificial Intelligence: From Heuristic Programs to Expert Systems

The mainstream development of the field of artificial intelligence is from “Heuristic Programs” (Heuristic program) to “Expert Systems” (Expert System). 1. Heuristic Programs Heuristic programs are computer programs that simulate human thinking methods and rules, used to simulate and explore human thinking methods and intelligent activities in various problem-solving processes, aiming to improve the level … Read more