Download JNTUA MCA 2019 May Reg-Supply 4th Sem 17F00406 Artificial Intelligence Question Paper

Code: 17F00406

MCA IV Semester Regular Examinations May 2019

ARTIFICIAL INTELLIGENCE

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(For 2017 admitted batches only)

Time: 3 hours Max. Marks: 60

Answer all the questions

1. Describe the need of following disciplines that contributed ideas, viewpoints and techniques to AI: (i) Philosophy. (ii) Mathematics. (iii) Neuroscience.

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   Explain in detail with a neat sketch, general learning agent and its components.

2. Explain with relevant example well-defined problem and solution, and also process of formulating problem.

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   Illustrate bidirectional search with a neat diagram and write the comparison between un-informed search strategies.

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3. Describe organization of objects categories, sub-categories, taxonomy with relevant examples.

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   Write a note on event calculus and discrete events.

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4. Explain circumscription and default logic.

5. Explain linear classifiers with a hard threshold.

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   Discuss in detail support vector machine with necessary diagram and write its properties.

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6. Discuss statistical learning using Bayesian and maximum posteriori.

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   Explain in detail learning Bayes net structure with hidden variable.

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