Claude Lemarechal Books

Nonsmooth Optimization: Workshop Proceedings
Convex Analysis and Minimization Algorithms II: Advanced Theory and Bundle Methods
Convex analysis and minimization algorithms
Convex Analysis and Minimization Algorithms Part 2
Numerical Optimization
Numerical Optimization

By Jean Charles Gilbert, Claude Lemarechal, J. Frederic Bonnans, Claudia A. Sagastizabal, Name Missing

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Starting with illustrative real-world examples, this book exposes in a tutorial way algorithms for numerical optimization: fundamental ones (Newtonian methods, line-searches, trust-region, sequenti...

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Optimisation Numerique
Convex Analysis and Minimization Algorithms I
Numerical Optimization
Fundamentals of Convex Analysis Grundlehren Text Editions
Convex Analysis and Minimization Algorithms I Fundamentals Grundlehren der mathematischen Wissenschaften Book 305
Convex Analysis and Minimization Algorithms I Fundamentals Grundlehren der mathematischen Wissenschaften Book 305

By Claude Lemarechal, Jean Baptiste Hiriart Urruty

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Convex Analysis may be considered as a refinement of standard calculus, with equalities and approximations replaced by inequalities. As such, it can easily be integrated into a graduate study curri...

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