Match List I with List II

List I

List II

(A) Branch-and-bound

(I) Keeps track of all partial paths which can be candidate for further exploration.

(B) Steepest-accent hill climbing

(II) Detects difference between current state and goal state

(C) Constraint satisfaction

(III) Discovers problem state(s) that satisfy a set of constraints.

(D) Means-end-analysis

(IV) Considers all moves from current state and selects best move

 

Choose the correct answer from the options given below:

This question was previously asked in
UGC NET Computer Science (Paper 2) 2020 Official Paper
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  1. A - I, B - IV, C - III, D - II 
  2. A - I, B - II, C - III, D - IV 
  3. A - II, B - I, C - III, D - IV 
  4. A - II, B - IV, C - III, D - I 

Answer (Detailed Solution Below)

Option 1 : A - I, B - IV, C - III, D - II 
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UGC NET Paper 1: Held on 21st August 2024 Shift 1
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Detailed Solution

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The correct answer is option 1.

Key Points

Branch-and-bound:  

Keeps track of all partial paths which can be a candidate for further exploration. (ex: A* Search, BFS)

Steepest-accent hill climbing: 

Considers all moves from the current state and selects the best move. (ex:hill-climbing algorithm. )

Constraint satisfaction: 

Discovers problem state(s) that satisfy a set of constraints. (ex: Eight queens puzzle. Map coloring problem.)

Means-end-analysis: 

Detects the difference between the current state and the goal state. (ex: Means-end-analysis)

∴ Hence the correct answer is A - I, B - IV, C - III, D - II.

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