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Questions No. 01 10 marks
Consider the search space below, where A is the start node and O is a goal node. Consider the tree as given below, show in table displaying how does BFS (Breadth First Search) work on given tree using simple search algorithm.
In machine-learning problem space can be represented through concept space, instance space version space and hypothesis space. These problem spaces used the conjunctive space and is very restrictive one and also in the above-mentioned representations of problem spaces, it is not sure that the true concept lies within conjunctive space.
Discuss the case if we have a bigger search space and want to overcome the restrictive nature of conjunctive space, then how can we represent our problem space. Secondly in a given scenario which algorithm is used for our problem space to represent the learning problem.