Modeling and simulation for collective dynamics

Modeling and simulation for collective dynamics

Individual and Population Approaches for Calibrating Division Rates in Population Dynamics: Application to the Bacterial Cell Cycle / Marie Doumic and Marc Hoffmann -- Collective Dynamics of Lohe Type Aggregation Models / Seung-Yeal Ha and Dohyun Kim -- Mean-Field Particle Swarm Optimization / Sara...

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Weitere Verfasser: Bao, Weizhu (HerausgeberIn), Markowich, Peter A. (HerausgeberIn), Perthame, Benoît (HerausgeberIn), Tadmor, Eitan (HerausgeberIn)
Format: UnknownFormat
Sprache:eng
Veröffentlicht: New Jersey, London, Singapore, Beijing, Shanghai, Hong Kong, Taipei, ChennaipTokyo World Scientific 2023
Schriftenreihe:Lecture notes series, Institute For Mathematical Sciences, National University Of Singapore vol. 40
Schlagworte:
Dynamics > Mathematical models > System analysis > Mathematical optimization > Mathematische Modellierung > Stochastisches Teilchensystem > Synchronisierung > Populationsdynamik > Partikel-Schwarm-Optimierung > Mean-Field-Theorie > Ensemble Kalman filter > Globale Optimierung
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Beschreibung
Zusammenfassung:Individual and Population Approaches for Calibrating Division Rates in Population Dynamics: Application to the Bacterial Cell Cycle / Marie Doumic and Marc Hoffmann -- Collective Dynamics of Lohe Type Aggregation Models / Seung-Yeal Ha and Dohyun Kim -- Mean-Field Particle Swarm Optimization / Sara Grassi, Hui Huang, Lorenzo Pareschi and Jinniao Qiu -- Consensus-based Optimization and Ensemble Kalman Inversion for Global Optimization Problems with Constraints / José Antonio Carrillo, Claudia Totzeck and Urbain Vaes.
"Comprehensive and original collection of cutting-edge topics on modeling and simulation for collective dynamics and its emerging applications. The contributors are leading researchers in the fields of mathematical models, numerical methods, mathematical analysis, asymptotic results, and emerging applications. Based on tutorials, these materials are accessible to graduate students and junior researchers. Extensive reference lists lead to both historical developments and recent advances in the fields"--
Beschreibung:Includes bibliographical references
Beschreibung:xii, 230 Seiten
Illustrationen, Diagramme
ISBN:9789811266133
978-981-12-6613-3