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Focusing on nonsmooth structures in optimization, this book explores four key problems: mathematical programs with complementarity constraints, general semi-infinite programming, mathematical programs with vanishing constraints, and bilevel optimization. It employs a topological approach to analyze feasible sets and introduces critical point theory based on Morse's concepts. Additionally, it addresses parametric and stability issues, systematically developing a comprehensive theory applicable to a wide range of optimization problems characterized by nonsmoothness.
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Topological Aspects of Nonsmooth Optimization, Vladimir Shikhman
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- 2011
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