Artificial Intelligence
- Lecture Notes, Study Materials and Important questions answers

Subject : Artificial Intelligence

Artificial Intelligence Notes 1

1. What is Artificial Intelligence? - Answer (click here)
2. History of Artificial Intelligence(AI) - Answer (click here)
3. Components of Artificial Intelligence(AI) - Answer (click here)
4. Definition of Artificial intelligence - Answer (click here)
5. Weak And Strong Artificial Intelligence(AI) - Answer (click here)
6. Areas and Task Domain of Artificial Intelligence(AI) - Answer (click here)
7. Artificial Intelligence(AI) Technique - Answer (click here)
8. 7- Problem Characteristics - Answer (click here)
9. Production System: Characteristics, Features , Disadvantages - Answer (click here)
10. Algorithm of Problem Solving - Answer (click here)
11. Various Types of Artificial Intelligence Problems and their Solutions - Answer (click here)
12. Searching Algorithms - Artificial Intelligence(AI) - Answer (click here)
13. Uninformed Search - Answer (click here)
14. Breadth First Search (BFS): Concept, Implementation, Advantages, Disadvantages - Answer (click here)
15. Depth First Search (DFS): Concept, Implementation, Advantages, Disadvantages - Answer (click here)
16. Brute Force or Blind Search(BFS) - Answer (click here)
17. Greedy Search - Answer (click here)
18. Informed Search (Heuristic Search) - Answer (click here)
19. Best First Search: Concept, Algorithm, Implementation, Advantages, Disadvantages - Answer (click here)
20. Branch and Bound Search: Concept, Algorithm, Implementation, Advantages, Disadvantages - Answer (click here)
21. A* Search: Concept, Algorithm, Implementation, Advantages, Disadvantages - Answer (click here)
22. AO* Search(Graph): Concept, Algorithm, Implementation, Advantages, Disadvantages - Answer (click here)
23. Hill Climbing Search Algorithm: Concept, Algorithm, Advantages, Disadvantages - Answer (click here)
24. Knowledge Based Systems - Answer (click here)
25. Type of Knowledge - Answer (click here)
26. Knowledge Acquisition Techniques - Answer (click here)
27. Knowledge representation - Answer (click here)
28. Properties for knowledge Representation - Answer (click here)
29. Syntax and semantics for Knowledge Representation - Answer (click here)
30. Types of Knowledge Representation - Answer (click here)
31. Human Associative Memory (HAM) - Answer (click here)
32. MIN-MAX Search Algorithm - Answer (click here)
33. Constraint Satisfaction Search Algorithm - Answer (click here)
34. Planning - Answer (click here)
35. Basic Components of a Planning System - Answer (click here)
36. Planning in State Space Search - Answer (click here)
37. Various Planning Techniques - Answer (click here)
38. Understanding in Artificial Intelligence - Answer (click here)
39. Natural Language Processing - Answer (click here)
40. Goals, Applications and Examples of Natural Language Processing(NLP) - Answer (click here)
41. ELIZA, HAL, LUNAR, SHRDLU System - Answer (click here)
42. The Chomsky Hierarchy of Grammars - Answer (click here)
43. Transformational Grammar - Answer (click here)
44. Case Grammars (FILLMORE’s Grammar) - Answer (click here)
45. Semantic Grammars - Answer (click here)
46. Context Free Grammar (CFG) - Answer (click here)
47. Parsing Process - Answer (click here)
48. Types of Parsing - Answer (click here)
49. Transition Network - Answer (click here)
50. Types of Transition Network - Answer (click here)
51. Learning - Artificial Intelligence - Answer (click here)
52. Classification of Learning - Answer (click here)
53. Multi Agent Learning - Answer (click here)
54. Explanation based Learning - Answer (click here)
55. Genetic Algorithm - Answer (click here)
56. Applications and Advantages of Genetic Algorithm - Answer (click here)
57. Neural Network - Answer (click here)
58. Features Of Artificial Network (ANN) - Answer (click here)
59. Types of Neural Networks - Answer (click here)
60. Feed Forward neural network - Answer (click here)
61. Back Propagation neural network - Answer (click here)
62. Clustering and Types of Clustering - Answer (click here)
63. Pattern Recognition - Answer (click here)
64. Expert System - Answer (click here)
65. Difference Between Expert System and Conventional System - Answer (click here)
66. The Development Process of an Expert System - Answer (click here)
67. Characteristics of an Expert System - Answer (click here)
68. Structure of an Expert System - Answer (click here)
69. Rule Based Architecture of an Expert System - Answer (click here)
70. Applications of Expert Sytem - Answer (click here)

Artificial Intelligence Notes 2

1. Artificial Intelligence(AI) Problem Solving - Answer (click here)
2. Intelligent Agent - Answer (click here)
3. Uninformed Search Strategies - Answer (click here)
4. Heuristics / Informed Search Strategies - Answer (click here)
5. Constraint Satisfaction Problems (CSPS) - Answer (click here)
6. Important Questions and Answers: Algorithm of Problem Solving - Answer (click here)
7. Logical Agents - Answer (click here)
8. Important Questions and Answers: Logical Agents - Answer (click here)
9. Planning With State Space Search - Answer (click here)
10. Partial Order Planning - Answer (click here)
11. Important Questions and Answers: Artificial Intelligence Planning - Answer (click here)
12. Uncertainty - Artificial Intelligence - Answer (click here)
13. Important Questions and Answers: Artificial Intelligence - Uncertainty - Answer (click here)
14. Learning from observation - Answer (click here)
15. Inductive Learning - Answer (click here)
16. Learning Decision Trees - Answer (click here)
17. Explanation Based Learning - Answer (click here)
18. Statistical Learning Methods - Answer (click here)
19. Reinforcement Learning - Answer (click here)
20. Important Questions and Answers: Artificial Intelligence Learning - Answer (click here)

Artificial Intelligence Notes 3

1. What is Artificial Intelligence(AI)? - Answer (click here)
2. Importance of Artificial Intelligence(AI) - Answer (click here)
3. Early work in Artificial Intelligence(AI) - Answer (click here)
4. Artificial Intelligence(AI) and related fields - Answer (click here)
5. Search and Control Strategies - Answer (click here)
6. Examples of search problems - Answer (click here)
7. Uniformed or Blind search - Answer (click here)
8. Informed search - Answer (click here)
9. Constraint Satisfaction Search - Answer (click here)
10. Heuristic Repair - Answer (click here)
11. Tabu Search - Answer (click here)
12. Simulated Annealing - Answer (click here)
13. Real-Time A* - Answer (click here)
14. Propositional and Predicate Logic - Answer (click here)
15. Semantics - Answer (click here)
16. Predicate Calculus - Answer (click here)
17. First-Order Predicate Logic(FOPL) - Answer (click here)
18. Modal Logics and Possible Worlds - Answer (click here)
19. Dempster- Shafer theory - Answer (click here)
20. Probabilistic Reasoning - Answer (click here)
21. Definition and importance of knowledge - Answer (click here)
22. Representation of knowledge - Answer (click here)
23. Knowledge Organization and Manipulation - Answer (click here)
24. Matching techniques - Answer (click here)
25. Structures used in Matching - Answer (click here)
26. Measure for Matching - Answer (click here)
27. Matching like Patterns - Answer (click here)
28. Partial Matching - Answer (click here)
29. The RETE matching algorithm - Answer (click here)
30. Knowledge Organization and Management - Answer (click here)
31. Indexing and retrieval techniques - Answer (click here)
32. Integrating knowledge and memory - Answer (click here)
33. Natural Language Processing - Answer (click here)
34. Artificial Intelligence: Grammars and Languages - Answer (click here)
35. Basic parsing techniques - Answer (click here)
36. Augmented Transition Networks - Answer (click here)
37. Chart Parsing - Answer (click here)
38. Semantic Analysis - Answer (click here)
39. Expert System Architecture - Answer (click here)
40. Rules for Knowledge Representation - Answer (click here)
41. Rule-Based Systems - Answer (click here)
42. Rule-Based Expert Systems - Answer (click here)
43. Architecture of an Expert System - Answer (click here)
44. Knowledge Engineering - Answer (click here)
45. CLIPS (C Language Integrated Production System) - Answer (click here)
46. Backward Chaining in Rule-Based Expert Systems - Answer (click here)
47. CYC - Answer (click here)