Engineering Which Books Cover Elementary Optimization Problems?

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The discussion focuses on finding elementary books on optimization problems, specifically convex optimization, suitable for those without an electrical engineering background. Key recommendations include "Convex Optimization" by Boyd and Vandenberghe, which is available for free and is considered a canonical text, along with accompanying lecture materials from Boyd's Stanford course. Additional resources mentioned are "Linear Programming and Network Flows" by Bazaraa, Jarvis, and Sherali, and "Operations Research" by H.A. Taha, which may also provide relevant insights into optimization concepts. The Wikipedia page on convex optimization is suggested as a starting point for foundational knowledge.
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I am in search of (elementary) books which contains subject on the optimization problem. I'm not an electrical engineering student though so I don't know if that subject is typically taught in undergrad or grad level. But in case there is undergrad book that meets that condition, I would prefer such. What I'm interested in is particularly the convex optimization problem, among the three main optimization problems as far as I know.

Thanks
 
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The canonical book on convex optimization is Convex Optimization by Boyd and Vandenberghe, downloadable for free. Boyd also has http://stanford.edu/class/ee364a/videos.html and slides from his Stanford class, which follows the book. It's a graduate-level book and class.
 
Linear Programming and Network Flows by Bazaraa, Jarvis, and Sherali is a nice book.

Other than that, you can try Operations Research by H.A. Taha.
 
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