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Unit I
Line Search Methods for Unconstrained Optimization: Single variable optimization problems (Necessary and sufficient conditions), Unimodal functions, Line search methods:
Golden Section Rule: theory, algorithm, and numerical examples, Fibonacci Search Method:
theory, algorithm, and comparison with Golden Section rule [5]
As per the latest IPU syllabus — cross-check electives with your college.
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Optimization Techniques (AIML213) is a semester 3 subject in the IPU B.Tech AI & ML (Artificial Intelligence and Machine Learning) (AI-ML) curriculum.
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