Neural networks have been widely applied in various domains:
Option A (Character recognition): Correct application — neural networks are highly effective for OCR (Optical Character Recognition).
Option B (Stock market prediction): Correct application — neural networks are used to model time-series and nonlinear patterns in finance.
Option D (Image compression): Correct application — neural nets (autoencoders) are used for dimensionality reduction and compression.
Option C (Traveling salesman’s problem): NOT a typical neural network application. This is a combinatorial optimization problem usually solved with heuristics, dynamic programming, or optimization algorithms (not standard neural networks).
Thus, the correct answer is Option C (Traveling salesman’s problem).
[Reference:, DASCA Data Scientist Knowledge Framework (DSKF) – Machine Learning Applications of Neural Networks., ]
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