Consider the following:
(a) Trapping at local maxima
(b) Reaching a plateau
(c) Traversal along the ridge. Which of the following option represents shortcomings of the hill climbing algorithm?
Pick an option to check yourself, or open the answer below.
Show answer & explanation
Correct answer: D. (a), (b) and (c)
Explanation
Hill climbing can get stuck on local maxima, plateaus and ridges.
More Artificial Intelligence (AI) questions
- Consider the following learning algorithms : (a) Logistic repression (b) Back propogation (c) Linear repression Which of the following opti…
- -mean clustering algorithm has clustered the 1st given 8 observations into 3 clusters after iteration as follows: C1 : {(3, 3), (5, 5), (7,…
- Consider the game tree given below : Here and represents MIN and MAX nodes respectively. The value of the root node of the game tree is
- Match List I with List II. List I: (a) Greedy best-first, (b) Lowest cost-first, (c) A* algorithm. List II: (i) Minimal cost(p) + h(p), (ii…
- The STRIPS representation is
- A fuzzy conjunction operator denoted as t(x,y) and a fuzzy disjunction operator denoted as s(x,y) form a dual pair if they satisfy the cond…