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Canonical Instabilities of Autonomous Vehicle Systems = The Unsettling Reality Behind the Dreams of Greed /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Canonical Instabilities of Autonomous Vehicle Systems/ by Rodrick Wallace.
其他題名:
The Unsettling Reality Behind the Dreams of Greed /
作者:
Wallace, Rodrick.
面頁冊數:
IX, 45 p. 14 illus., 2 illus. in color.online resource. :
Contained By:
Springer Nature eBook
標題:
Computational intelligence. -
電子資源:
https://doi.org/10.1007/978-3-319-69935-6
ISBN:
9783319699356
Canonical Instabilities of Autonomous Vehicle Systems = The Unsettling Reality Behind the Dreams of Greed /
Wallace, Rodrick.
Canonical Instabilities of Autonomous Vehicle Systems
The Unsettling Reality Behind the Dreams of Greed /[electronic resource] :by Rodrick Wallace. - 1st ed. 2018. - IX, 45 p. 14 illus., 2 illus. in color.online resource. - SpringerBriefs in Computational Intelligence,2625-3704. - SpringerBriefs in Computational Intelligence,.
Central Problems -- Dynamics of Service Collapse -- The Macroscopic Fundamental Diagram -- Conclusions.
The asymptotic limit theorems of control and information theories make it possible to explore the dynamics of collapse likely to afflict large-scale systems of autonomous ground vehicles that communicate with each other and with an embedding intelligent roadway. Any vehicle/road system is inherently unstable in the control theory sense as a consequence of the basic irregularities of the traffic stream, the road network, and their interactions, placing it in the realm of the Data Rate Theorem that mandates a minimum necessary rate of control information for stability. It appears that large-scale V2V/V2I systems will experience correspondingly large-scale failures analogous to the vast, propagating fronts of power network blackouts, and possibly less benign but more subtle patterns of individual vehicle, platoon, and mesoscale dysfunction. The central matter is the synergism between poorly-understood traffic flow dynamics and similarly cryptic multisource information network dynamics, leading to highly punctuated phase transition analogs.
ISBN: 9783319699356
Standard No.: 10.1007/978-3-319-69935-6doiSubjects--Topical Terms:
568984
Computational intelligence.
LC Class. No.: Q342
Dewey Class. No.: 006.3
Canonical Instabilities of Autonomous Vehicle Systems = The Unsettling Reality Behind the Dreams of Greed /
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