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Production system and its characteristics

The production system in Artificial intelligence and their characteristics

The production system for AI aids in the development of AI-based software,

What is AI as a production system?


It has made it simple to automate various machines of different types. Computers, mobile apps, manufacturing tools, and other devices are examples of different types of machines. Artificial intelligence (AI) production systems have rules that specify how the machine should behave. It enables the machine to react to its environment.

It is a type of mental architecture used in artificial intelligence that predetermines specific ways in harmony with present codes.

The rules represent a machine’s declarative understanding of how to respond in specific situations. 

Nowadays, many automation methods and expert systems rely on the rules of production systems.

architecture of production system1
image source: intellipaat.com

The left-hand side and right-hand side equations determine the rules, whereas the left-hand side determines the

Production system and its characteristics
The production system in Artificial intelligence and their characteristics 30

The production system elements

This system in AI mainly has four effects:

  • simplicity,
  • modifiability,
  • modularity,
  • knowledge-intensiveness.
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Simplicity

In artificial intelligence, an “IF-THEN” clause represents the production rule. The structure of each rule is different.

In order to solve practical problems, it aids in the easiest possible model of knowledge and sense. distinct.

Also, It aids in making the production rules easier to read and understand.

Modularity

Its molecularity aids in its gradual progress. The data and facts that make up the production rule might not be hanging on to one another unless another rule connects them.

Modifiability

The manufacturing system’s basic corporate structure is all that is provided at first.

knowledge intensiveness

The system we have described here uses this combination of web and email-like dialogue to support a complex, hybrid, knowledgeintensive question-answering application.