BE - Artificial Intelligence

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Explain Fuzzy Logic.

Fuzzy logic is a mathematical approach that deals with reasoning that is approximate rather than exact, allowing for degrees of truth between 0 and 1 instead of just true (1) or false (0). It mimics human decision-making by handling uncertainty and imprecision in real-world situations where
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Explain Min-Max search procedure.

Min-Max search is a decision-making algorithm used in two-player games where one player tries to maximize their score while the opponent tries to minimize it. It's like looking ahead at all possible moves and counter-moves to choose the best strategy, assuming your opponent will play perfectly
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Explain Nonmonotonic Reasoning.

Nonmonotonic reasoning is a type of logical thinking where conclusions can be changed or withdrawn when new information becomes available. Unlike traditional logic where facts only get added and conclusions remain permanent, nonmonotonic reasoning allows us to make reasonable assumptions with
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Explain Components of a Planning System.

A Planning System is like a smart assistant that figures out how to achieve goals by breaking them down into step-by-step actions.

Main Components:

1. Goal Description

What you want to achieve

Defines the end state or
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Explain production system characteristics.

Production System Characteristics

A Production System is a rule-based AI system that uses "if-then" rules to solve problems. Think of it as a set of instructions that guide decision-making.

Key
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Explain Problem characteristics.

Problem Characteristics in AI

1. Decomposable vs Non-decomposable

Decomposable: Can break into smaller parts
Example: Building a car = build engine + build wheels + build body

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Define AI ? What are the task domains of AI ?

Artificial Intelligence (AI) is essentially making computers think and act like humans. It's about creating smart machines that can solve problems, learn from experience, and make decisions without being explicitly
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