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035   $a(DE-He213)978-3-031-90425-7
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100   $a20250702d2026      u|         0
101 0 $aeng
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181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aApplied Antifragility in Technical Systems $eFrom Principles to Applications /$fby Cristian Axenie, Meisam Akbarzadeh, Michail A. Makridis, Matteo Saveriano, Alexandru Stancu
205   $a1st ed. 2026.
210  1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2026.
215   $a1 online resource (182 pages)
225 1 $aSpringerBriefs in Computer Science,$x2191-5776
311 08$a3-031-90424-9 
327   $aIntroduction -- Multistability and Intrinsic Antifragility -- Inherited Antifragility -- Induced Antifragility -- Conclusions and Open Research Questions.
330   $aThe book purpose is to build a foundational knowledge base by applying antifragile system design, analysis, and development in technical systems, with a focus on traffic engineering, robotics, and control engineering. The authors are interested in formalizing principles and an apparatus that turns the basic concept of antifragility into a tool for designing and building closed-loop technical systems that behave beyond robust in the face of uncertainty. As coined in the book of Nassim Taleb, antifragility is a property of a system to gain from uncertainty, randomness, and volatility, opposite to what fragility would incur. An antifragile system?s response to external perturbations is beyond robust, such that small stressors can strengthen the future response of the system by adding a strong anticipation component. The work of the Applied Antifragility Group in traffic control and robotics, led by the authors, provides a good overview on the current research status.
410  0$aSpringerBriefs in Computer Science,$x2191-5776
606   $aComputer science
606   $aAlgorithms
606   $aArtificial intelligence$xData processing
606   $aMachine learning
606   $aRobotics
606   $aTheory and Algorithms for Application Domains
606   $aDesign and Analysis of Algorithms
606   $aData Science
606   $aMachine Learning
606   $aRobotics
615  0$aComputer science.
615  0$aAlgorithms.
615  0$aArtificial intelligence$xData processing.
615  0$aMachine learning.
615  0$aRobotics.
615 14$aTheory and Algorithms for Application Domains.
615 24$aDesign and Analysis of Algorithms.
615 24$aData Science.
615 24$aMachine Learning.
615 24$aRobotics.
676   $a004.0151
700   $aAxenie$b Cristian$01834028
701   $aAkbarzadeh$b Meisam$01868416
701   $aMakridis$b Michail A$01868417
701   $aSaveriano$b Matteo$01868418
701   $aStancu$b Alexandru$01868419
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9911047662103321
996   $aApplied Antifragility in Technical Systems$94476319
997   $aUNINA