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what is meant by case base reasoning

Question

what is meant by case base reasoning

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Solution

Case-Based Reasoning (CBR) is a problem-solving paradigm in the field of artificial intelligence (AI) that uses the solutions from previous similar problems to solve new problems. Here's a step-by-step explanation:

  1. Problem Identification: The first step in CBR is to identify the problem. This involves understanding the problem's context and defining it in a way that can be addressed.

  2. Retrieve: Once the problem is identified, the system retrieves cases from the memory that are relevant to the problem. These cases are previous instances that have been solved and stored in the system's memory.

  3. Reuse: The system then adapts the solution from the retrieved cases to the current problem. This may involve modifying or combining solutions from multiple cases.

  4. Revise: The proposed solution is tested for success. If it fails, the system revises the solution based on the feedback.

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