CS621: Artificial Intelligence

1. CS621: Artificial Intelligence Pushpak BhattacharyyaCSE Dept., IIT Bombay Lecture 35–Himalayan Club example; introducing Prolog

2. Himalayan Club example • Introduction through an example (Zohar Manna, 1974): • Problem: A, B and C belong to the Himalayan club. Every member in the club is either a mountain climber or a skier or both. A likes whatever B dislikes and dislikes whatever B likes. A likes rain and snow. No mountain climber likes rain. Every skier likes snow. Is there a member who is a mountain climber and not a skier? • Given knowledge has: • Facts • Rules

3. Example contd. • Let mc denote mountain climber and sk denotes skier. Knowledge representation in the given problem is as follows: • member(A) • member(B) • member(C) • ∀x[member(x) → (mc(x) ∨ sk(x))] • ∀x[mc(x) → ~like(x,rain)] • ∀x[sk(x) → like(x, snow)] • ∀x[like(B, x) → ~like(A, x)] • ∀x[~like(B, x) → like(A, x)] • like(A, rain) • like(A, snow) • Question: ∃x[member(x) ∧ mc(x) ∧ ~sk(x)] • We have to infer the 11th expression from the given 10. • Done through Resolution Refutation.

4. Club example: Inferencing • member(A) • member(B) • member(C) • Can be written as

5. Negate–

6. member(A) • member(B) • member(C) • Now standardize the variables apart which results in the following

7. 10 7 12 5 4 13 14 2 11 15 16 13 2 17

8. Assignment • Prove the inferencing in the Himalayan club example with different starting points, producing different resolution trees. • Think of a Prolog implementation of the problem • Prolog Reference (Prolog by Chockshin & Melish)

9. Prolog

10. Introduction • PROgramming in LOGic • Emphasis on what rather than how Problem in Declarative Form LogicMachine Basic Machine

11. Prolog’s strong and weak points • Assists thinking in terms of objects and entities • Not good for number crunching • Useful applications of Prolog in • Expert Systems (Knowledge Representation and Inferencing) • Natural Language Processing • Relational Databases

12. A Typical Prolog program Compute_length ([],0). Compute_length ([Head|Tail], Length):- Compute_length (Tail,Tail_length), Length is Tail_length+1. High level explanation: The length of a list is 1 plus the length of the tail of the list, obtained by removing the first element of the list. This is a declarative description of the computation.