LEADER 01385nas 2200421-a 450 001 9910139883503321 005 20240413014635.0 011 $a2202-9729 035 $a(CKB)1000000000809350 035 $a(CONSER)--2009243053 035 $a(EXLCZ)991000000000809350 100 $a19950710a20089999 --- - 101 0 $aeng 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aWound practice & research 210 $aWest Leederville, W.A. $cCambridge Pub.$d2008- 215 $a1 online resource 300 $aRefereed/Peer-reviewed 311 08$aPrint version: Wound practice & research. 1837-6304 (DLC) 2009243053 (OCoLC)224092867 517 1 $aWound practice and research 531 $aWOUND PRACTICE & RESEARCH 606 $aWounds and injuries$xTreatment$vPeriodicals 606 $aWounds and Injuries$xtherapy 606 $aWounds and injuries$xTreatment$2fast$3(OCoLC)fst01181511 608 $aPeriodical. 608 $aPeriodicals.$2fast 615 0$aWounds and injuries$xTreatment 615 12$aWounds and Injuries$xtherapy. 615 7$aWounds and injuries$xTreatment. 676 $a617.1406 712 02$aAustralian Wound Management Association. 906 $aJOURNAL 912 $a9910139883503321 920 $aexl_impl conversion 996 $aWound practice & research$92267503 997 $aUNINA LEADER 03783nam 22006615 450 001 9910739449803321 005 20250221005307.0 010 $a9783031390319 010 $a3031390318 024 7 $a10.1007/978-3-031-39031-9 035 $a(MiAaPQ)EBC30684243 035 $a(Au-PeEL)EBL30684243 035 $a(DE-He213)978-3-031-39031-9 035 $a(PPN)272264970 035 $a(CKB)27962928100041 035 $a(EXLCZ)9927962928100041 100 $a20230810d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDecision Trees for Fault Diagnosis in Circuits and Switching Networks /$fby Monther Busbait, Mikhail Moshkov, Albina Moshkova, Vladimir Shevtchenko 205 $a1st ed. 2023. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2023. 215 $a1 online resource (135 pages) 225 1 $aStudies in Systems, Decision and Control,$x2198-4190 ;$v493 311 08$aPrint version: Busbait, Monther Decision Trees for Fault Diagnosis in Circuits and Switching Networks Cham : Springer,c2023 9783031390302 327 $aIntroduction -- Diagnosis of constant Faults at Inputs of Gates in Circuits -- Diagnosis of Embedding Faults in Circuits -- Diagnosis of Extensions of Constant Faults in Circuits -- Diagnosis of Retaining Faults in Circuits -- Diagnosis of Constant Faults in Switching Networks. 330 $aIn this book, we study decision trees for fault diagnosis in circuits and switching networks, which are among the most fundamental models for computing Boolean functions. We consider two main cases: when the scheme (circuit or switching network) has the same mode of operation for both calculation and diagnostics, and when the scheme has two modes of operation?normal for calculation and special for diagnostics. In the former case, we get mostly negative results, including superpolynomial lower bounds on the minimum depth of diagnostic decision trees depending on scheme complexity and the NP-hardness of construction diagnostic decision trees. In the latter case, we describe classes of schemes and types of faults for which decision trees can be effectively used to diagnose schemes, when they are transformed into so-called iteration-free schemes. The tools and results discussed in this book help to understand both the possibilities and challenges of using decision trees to diagnosefaults in various schemes. The book is useful to specialists both in the field of theoretical and technical diagnostics. It can also be used for the creation of courses for graduate students. 410 0$aStudies in Systems, Decision and Control,$x2198-4190 ;$v493 606 $aAutomation 606 $aEngineering mathematics 606 $aEngineering$xData processing 606 $aBioengineering 606 $aAutomation 606 $aMathematical and Computational Engineering Applications 606 $aBiological and Physical Engineering 615 0$aAutomation. 615 0$aEngineering mathematics. 615 0$aEngineering$xData processing. 615 0$aBioengineering. 615 14$aAutomation. 615 24$aMathematical and Computational Engineering Applications. 615 24$aBiological and Physical Engineering. 676 $a621.3192 676 $a621.3192 700 $aBusbait$b Monther$01424583 701 $aMoshkov$b Mikhail$01229485 701 $aMoshkova$b Albina$01424584 701 $aShevtchenko$b Vladimir$01424585 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910739449803321 996 $aDecision Trees for Fault Diagnosis in Circuits and Switching Networks$93553887 997 $aUNINA