Dey, Chinmoy (2015) Derivative Free Methods of Optimization: Trust Region Method and Direct Search Method. MSc thesis.
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Abstract
In this report, I applied non derivative methods as optimization techniques to find out the maximum or minimum value for different kinds of functions through computational methods. In the process, I have analyzed functions that are not differentiable or have high complexity with optimization output and tested the effectiveness of the methods during such cases. Also, I have analyzed the computational advantages of these methods over prevailing methods of optimization and its extent
Item Type: | Thesis ( MSc) |
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Uncontrolled Keywords: | Trust region, Direct search, Iteration, Complexity, Optimisation, Derivative free |
Subjects: | Mathematics and Statistics > Applied Mathematics |
Divisions: | Sciences > Department of Mathematics |
ID Code: | 7460 |
Deposited By: | Mr. Sanat Kumar Behera |
Deposited On: | 13 May 2016 11:22 |
Last Modified: | 13 May 2016 11:22 |
Supervisor(s): | Choudhuri, D |
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