Robotics & Artificial Intelligence
What are the advantages and disadvantages of rule-based modelling?
AI Concepts
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Answer
Advantages of Rule-Based Modelling:
- Easy to Understand — The system's decisions are clear because they follow straightforward rules.
- Simple to Create — Setting up a rule-based system is easy since you just need to define the rules.
- Consistent — The system behaves predictably, always following the same rules under the same conditions.
Disadvantages of Rule-Based Modelling:
- Not Flexible — The system can only handle situations covered by the predefined rules. Unexpected scenarios can be challenging to handle.
- Difficult to Manage — As the number of rules increases, it becomes harder to maintain and update the system.
- No Learning — The system does not learn from new experiences. It always uses the same set of rules unless they are manually updated.
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