Metaheuristics for Bi-level Optimization

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Talbi, El-Ghazali (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
• Σειρά: Studies in Computational Intelligence, 482
• Θέματα: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

This book provides a complete background on metaheuristics to solve complex bi-level optimization problems (continuous/discrete, mono-objective/multi-objective) in a diverse range of application domains. Readers learn to solve large scale bi-level optimization problems by efficiently combining metah...

Πίνακας περιεχομένων:

• A taxonomy of metaheuristics for bi-level optimization
• A genetic algorithm for power system vulnerability analysis under multiple contingencies
• A bilevel particle swarm optimization algorithm for supply chain management problems
• CoBRA: A coevolutionary metaheuristic for bi-level optimization
• A matheuristic for leader-follower games involving facility location-protection-interdiction decisions
• A metaheuristic framework for bi-Level programming problems with multi-disciplinary applications
• Matheuristics and Exact Methods for the Discrete (r|p)-Centroid Problem
• Exact solution methodologies for linear and (mixed) integer bilevel programming
• Bilevel multi-Objective optimization and decision making.