An Introduction to Optimization on Smooth Manifolds
Boumal, Nicolas (Ecole Polytechnique Federale de Lausanne)
Description
This is a modern invitation to algorithms for optimization with geometry for researchers and advanced undergraduate and graduate students in applied mathematics, computer science and engineering. Readers will appreciate the approachable, yet proof-based, introduction to differential geometry, which is often restricted to pure mathematics curricula.
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