Stochastic hybrid systems : theory and safety critical applications

Henk A.P. Blom, John Lygeros (eds.)

This volume presents a number of fundamental theoretical advances in the area of stochastic hybrid systems, motivated primarily from applications to air traffic management. Air traffic is arguably the most challenging application area for stochastic hybrid systems, since it requires handling complex distributed systems, multiple human in the loop elements and hybrid dynamics. The editors have collected key contributions, which define the state-of-the-art, present novel directions, and highlight emerging application areas.

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[目次]

  • Part I: Stochastic Hybrid Processes.- Toward a General Theory of Stochastic Hybrid Systems.- Hybrid Petri Nets with Diffusion that have Into-Mappings with Generalised Stochastic Hybrid Processes.- Part II: Analytical Approaches.- A Stochastic Approximation Method for Reachability Computations.- Critical Ovservability of a Class of Hybrid Systems and Application to Air Traffic Management.- Part III: Complexity and Randomization.- Monte Carlo Optimisation for Conflict Resolution in Air Traffic Control.- Branching and Interactign Particle Interpretations of Rare Event Probabilites.

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この本の情報

書名 Stochastic hybrid systems : theory and safety critical applications
著作者等 Blom, Henk A.P
Lygeros, John
Blom Henk
シリーズ名 Lecture notes in control and information sciences
出版元 Springer
刊行年月 c2006
ページ数 xiv, 395 p.
大きさ 24 cm
ISBN 3540334661
NCID BA77520120
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言語 英語
出版国 ドイツ
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