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Bilevel Optimization

Advances and Next Challenges

Alain Zemkoho (Hrsg.), Stephan Dempe (Hrsg.)

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ca. 139,09
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Beschreibung

2019 marked the 85th anniversary of Heinrich Freiherr von Stackelberg’s habilitation thesis “Marktform und Gleichgewicht,” which formed the roots of bilevel optimization. Research on the topic has grown tremendously since its introduction in the field of mathematical optimization. Besides the substantial advances that have been made from the perspective of game theory, many sub-fields of bilevel optimization have emerged concerning optimal control, multiobjective optimization, energy and electricity markets, management science, security and many more. Each chapter of this book covers a specific aspect of bilevel optimization that has grown significantly or holds great potential to grow, and was written by top experts in the corresponding area. In other words, unlike other works on the subject, this book consists of surveys of different topics on bilevel optimization. Hence, it can serve as a point of departure for students and researchers beginning their research journey or pursuing related projects. It also provides a unique opportunity for experienced researchers in the field to learn about the progress made so far and directions that warrant further investigation. All chapters have been peer-reviewed by experts on mathematical optimization.


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Schlagwörter

Local algorithms for bilevel optimization, Software development for bilevel optimization, Evolutionary and genetic algorithms for bilevel optimization, Algorithms for mixed integer bilevel optimization, Algorithms for linear bilevel optimization, Bilevel optimization for optimal incentive systems, Applications of bilevel optimization in data analytics, Bilevel optimization and variational analysis, Applications in transportation and networks, Heuristic algorithms for bilevel optimization, Applications for bilevel optimization in supply chain management, Bilevel security games and interdiction problems, Multilevel decision making, Global algorithms for bilevel optimization, Methods of multiobjective bilevel optimization, Applications of in energy and electricity markets, Bilevel optimization under uncertainty, Multi-leader-multi-follower games, Methods for bilevel optimal control