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001 014162746-8
005 20141023101154.0
008 140812s2014 gw | s ||0| 0|eng d
020 $a9783642543104
020 $a9783642543104
020 $a9783642543098
024 7 $a10.1007/978-3-642-54310-4$2doi
035 $a(Springer)9783642543104
040 $aSpringer
050 4 $aQA75.5-76.95
072 7 $aUY$2bicssc
072 7 $aCOM069000$2bisacsh
072 7 $aCOM032000$2bisacsh
082 04 $a005.743$223
100 1 $aAbu El Ata, N.$q(Nabil),$d1946-$eauthor.
245 10 $aSolving the Dynamic Complexity Dilemma :$bPredictive and Prescriptive Business Management: Answering the Need for a New Paradigm /$cby Nabil Abu el Ata, Maurice J. Perks.
264 1 $aBerlin, Heidelberg :$bSpringer Berlin Heidelberg :$bImprint: Springer,$c2014.
300 $aXXVI, 281 p. 92 illus., 6 illus. in color.$bonline resource.
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
347 $atext file$bPDF$2rda
505 0 $aIntroducing and understanding the challenge -- Probability of uncertainty; Complexity Dynamics and how they can drag down the efficiency of a business -- Mathematics and Modeling -- Introduction to patterns, dynamic patterns and compound patterns -- Perturbation theory helps us -- Emulative deconstruction theory -- The components and characteristics of the solution -- Introduction to the WATCHWEB -- Proposed methodology for the WATCHWEB -- Conclusion.
520 $aDynamic complexity results from hidden, unknown factors—or more precisely, interactions between factors—that can unexpectedly impact the performance of systems. When the influences of dynamic complexity are not measured and understood, new never-seen-before behaviors can come as unwelcomed surprises, which disrupt the performance of systems. Left alone, processes that were once prized for their efficiency unexpectedly begin to degrade—costs increase, while volumes and quality decline. Evidence of problems may come too late for effective resolution as technology advancements induce rapid change and compress the time available to react to that change. The results of dynamic complexity are always negative and unmanaged dynamic complexity can bring business or global systems to the point of sudden chaos. The 2009 H1N1 pandemic, 2008 Credit Crunch and 2011 Fukushima Daiichi nuclear disaster are global examples of the dangers of undiagnosed dynamic complexity.
520 $a With increasing frequency executive leaders today are discovering that their business and IT system performance levels are not meeting expectations. In most cases these performance deficiencies are caused by dynamic complexity, which lies hidden like a cancer until the symptoms reveal themselves—often when it is too late to avoid negative impacts on business outcomes. This book examines the growing business problem of dynamic complexity and presents a path to a practical solution. To achieve better predictability, organizations must be able to expose new, dangerous patterns of behavior in time to take corrective actions and know which actions will yield the optimal results. The book authors promote new methods of risk management that use data collection, analytics, machine learning and automation processes to help organizations more accurately predict the future and take strategic actions to improve performance outcomes.
520 $aThe presented means of achieving this goal are based upon the authors’ practical experiences, backed by scientific principles, and results achieved through consulting engagements with over 350 global organizations.
650 20 $aBusiness mathematics.
650 10 $aComputer science.
650 0 $aComputer science.
650 0 $aArchitecture.
650 0 $aMathematics.
650 0 $aEducational tests and measurements.
650 0 $aEngineering mathematics.
650 24 $aModels and Principles.
650 24 $aArchitecture, general.
650 24 $aAppl.Mathematics/Computational Methods of Engineering.
650 24 $aApplications of Mathematics.
650 24 $aAssessment, Testing and Evaluation.
700 1 $aPerks, Maurice J.,$eauthor.
776 08 $iPrinted edition:$z9783642543098
988 $a20140917
906 $0VEN