Lecture 4 | Convex Optimization Principles | Convex Optimization by Dr. Ahmad Bazzi

☕️ Buy me a coffee: https://paypal.me/donationlink240 🙏🏻 Support me on Patreon:   / ahmadbazzi   In Lecture 4 of this course on convex optimization, we will be covering the fundamental principles of convex optimization, which include the following: 00:00 Standard form 04:19 Feasible point 05:07 Globally Optimum point 05:50 Locally Optimum point 15:04 Explicit & Implicit constraints 30:10 Optimality criterion for differentiable cost functions 34:48 Supporting Hyperplane --------------------------------------------------------------------------------------------------------- Lecture 1 | Introduction to Convex Optimization:    • Lecture 1 | Convex Optimization | Introduc...   Lecture 2 | Convex Sets:    • Lecture 2 | Convex Sets | Convex Optimizat...   Lecture 3 | Convex Functions:    • Lecture 3 | Convex Functions | Convex Opti...   --------------------------------------------------------------------------------------------------------- References: [1] Boyd, Stephen, and Lieven Vandenberghe. Convex optimization. Cambridge university press, 2004. [2] Nesterov, Yurii. Introductory lectures on convex optimization: A basic course. Vol. 87. Springer Science & Business Media, 2013. Reference no. 3: [3] Ben-Tal, Ahron, and Arkadi Nemirovski. Lectures on modern convex optimization: analysis, algorithms, and engineering applications. Vol. 2. Siam, 2001. --------------------------------------------------------------------------------------------------------- Instructor: Dr. Ahmad Bazzi IG:   / drahmadbazzi   FB: https://www.facebook.com/profile.php?... RG: https://www.researchgate.net/profile/... MSE: https://math.stackexchange.com/users/... YT:    / ahmadbazzi   --------------------------------------------------------------------------------------------------------- Credits : Microsoft OneNote: https://products.office.com/en-gb/one... MATLAB: https://www.mathworks.com/products/ma... #ConvexOptimization #Convex #Optimization