Q65.Marks: +2.0UGC NET Paper 2: Computer Sc 6th Jan 2025 Shift 1
Which one of the following is not related to the feed forward networks on the Backpropagation Algorithm
1.Boolean function
2.Continuous function
3.Arbitrary function
4.Greedy function✓ Correct
Solution
The correct answer is Greedy function.
Key Points
Feedforward networks and the Backpropagation algorithm are used in training neural networks.
These algorithms can learn to approximate Boolean functions, continuous functions, and even arbitrary functions.
Greedy algorithms, on the other hand, are a different class of algorithms that build up a solution piece by piece, always choosing the next piece that offers the most immediate benefit.
Therefore, Greedy function is not directly related to the feedforward networks on the Backpropagation algorithm.
Additional Information
Feedforward networks process data in one direction from input to output.
Backpropagation is a supervised learning algorithm used for training artificial neural networks.
It minimizes the error by adjusting the weights in the network based on the error gradient.
Greedy algorithms are typically used in optimization problems and are not used in neural network training.
Examples of greedy algorithms include Dijkstra's algorithm for shortest paths, Prim's algorithm for minimum spanning trees, etc.
