Elements of Classical and Geometric Optimization av Debasish (Indian Institute of Science Karnataka) Roy, G Visweswara Rao

1879,-

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<B><P></P></B><P>This comprehensive textbook covers both classical and geometric aspects of optimization using methods, deterministic and stochastic in a single volume and in a language accessible to non-mathematicians. It will help serve as an ideal study material for senior undergraduate and graduate students in the fields of civil, mechanical, aerospace, electrical, electronics and communication engineering. </P><P></P><P>The book-</P><P></P><UL><P><LI>Derivative-based Methods of Optimization. </LI><P></P><P><LI>Direct Search Methods of Optimization. </LI><P></P><P><LI>Basics of Riemannian Differential Geometry. </LI><P></P><P><LI>Geometric methods of optimization using Riemannian Langevin Dynamics. </LI><P></P><P><LI>Stochastic Analysis on Manifolds and Geometric Optimization Methods. </LI><P></P></UL><P></P><P>This textbook comprehensively treats both classical and geometric optimization methods, including deterministic and stochastic (Monte Carlo) schemes. It offers an extensive