{"product_id":"elements-of-classical-and-geometric-optimization-9780367560164","title":"Elements of Classical and Geometric Optimization","description":"\u003cp\u003e • Author(s): Debasish Roy\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Civil - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003eThe book includes: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eDerivative-based Methods of Optimization.\u003c\/li\u003e \u003cli\u003eDirect Search Methods of Optimization.\u003c\/li\u003e \u003cli\u003eBasics of Riemannian Differential Geometry.\u003c\/li\u003e \u003cli\u003eGeometric Methods of Optimization using Riemannian Langevin Dynamics.\u003c\/li\u003e \u003cli\u003eStochastic Analysis on Manifolds and Geometric Optimization Methods.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThis textbook comprehensively treats both classical and geometric optimization methods, including deterministic and stochastic (Monte Carlo) schemes. It offers an extensive coverage of important topics including derivative-based methods, penalty function methods, method of gradient projection, evolutionary methods, geometric search using Riemannian Langevin dynamics and stochastic dynamics on manifolds. The textbook is accompanied by online resources including MATLAB codes which are uploaded on our website. The textbook is primarily written for senior undergraduate and graduate students in all applied science and engineering disciplines and can be used as a main or supplementary text for courses on classical and geometric optimization.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Hardcover","offer_id":45242924040343,"sku":"9780367560164","price":14244.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780367560164.webp?v=1769233375","url":"https:\/\/atlanticbooks.com\/products\/elements-of-classical-and-geometric-optimization-9780367560164","provider":"Atlantic Books","version":"1.0","type":"link"}