Introduction to Methods for Nonlinear Optimization Grippo Luigi

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This book has two main objectives:to provide a concise introduction to nonlinear optimization methods, which can be used as a textbook at a graduate or upper undergraduate level;to collect and organize selected important topics on optimization algorithms, not easily found in text… Celý popis ↓

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Popis Introduction to Methods for Nonlinear Optimization Grippo Luigi

Introduction to Methods for Nonlinear Optimization Grippo Luigi

This book has two main objectives:to provide a concise introduction to nonlinear optimization methods, which can be used as a textbook at a graduate or upper undergraduate level;to collect and organize selected important topics on optimization algorithms, not easily found in textbooks, which can provide material for advanced courses or can serve as a reference text for self-study and research.The basic material on unconstrained and constrained optimization is organized into two blocks of chapters:basic theory and optimality conditionsunconstrained and constrained algorithms.These topics are treated in short chapters that contain the most important results in theory and algorithms, in a way that, in the authors' experience, is suitable for introductory courses.A third block of chapters addresses methods that are of increasing interest for

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