https://wiki.devclub.in/index.php?action=history&feed=atom&title=AIL711 2026-04-09T05:43:52Z Revision history for this page on the wiki MediaWiki 1.45.1 https://wiki.devclub.in/index.php?title=AIL711&diff=2257&oldid=prev 2026-03-04T10:23:08Z

<p>Creating course page via bot</p> <p><b>New page</b></p><div>{{Infobox Course<br /> | code = AIL711<br /> | name = Numerical Optimization<br /> | credits = 3<br /> | credit_structure = 3-0-0<br /> | pre_requisites = AIL701<br /> | overlaps = MTL704, CLL782<br /> }}<br /> <br /> == AIL711 : Numerical Optimization ==<br /> General properties of algorithm, global convergence, rate of convergence, unconstrained optimization techniques - one dimensional methods: Fibonacci method, Golden section method, interpolation. Multi-dimensional methods: pattern search method, Nelder and Meed method, gradient based methods: steepest descent method and its variants recall, conjugate direction and gradient method, quasi-Newton method. Constrained optimization techniques - penalty method, barrier method, projection gradient method, sequential quadratic programming approach. Semidefinite and cone programmingYardi School of Artificial Intelligence</div>

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