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This blog is dedicated to the idea that optimization methods—whether created by humans or nature, whether convex or nonconvex—are exciting objects of study and, often lead to useful algorithms and insights into nature. This study can be seen as an extension of classical mathematical fields such as dynamical systems and differential equations among others, but with the important addition of the notion of computational efficiency.

We will report on interesting research directions and open problems, and highlight progress that has been made. We will write articles ourselves as well as encourage others to contribute. In doing so, we hope to generate an active dialog between theorists, scientists and practitioners and to motivate a generation of young researchers to work on these important problems.

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Off the Convex Path – Off the convex path
a theory to resolve this mismatch between reality and the predictions of worst-case analysis? Such a theory could identify structure in natural inputs that helps sidestep worst-case complexity. <span>This blog is dedicated to the idea that optimization methods—whether created by humans or nature, whether convex or nonconvex—are exciting objects of study and, often lead to useful algorithms and insights into nature. This study can be seen as an extension of classical mathematical fields such as dynamical systems and differential equations among others, but with the important addition of the notion of computational efficiency. We will report on interesting research directions and open problems, and highlight progress that has been made. We will write articles ourselves as well as encourage others to contribute. In doing so, we hope to generate an active dialog between theorists, scientists and practitioners and to motivate a generation of young researchers to work on these important problems. Contributing an article If you’re writing an article for this blog, please follow these guidelines. Theme available on Github. sharedunsaved Last Modified: Close[x] R+ Annotation 436254


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