LEADER 05353nam 22008175 450 001 9910300411503321 005 20200629225425.0 010 $a3-319-16265-9 024 7 $a10.1007/978-3-319-16265-2 035 $a(CKB)3710000000404034 035 $a(SSID)ssj0001501396 035 $a(PQKBManifestationID)11918702 035 $a(PQKBTitleCode)TC0001501396 035 $a(PQKBWorkID)11524821 035 $a(PQKB)11077482 035 $a(DE-He213)978-3-319-16265-2 035 $a(MiAaPQ)EBC6312855 035 $a(MiAaPQ)EBC5587157 035 $a(Au-PeEL)EBL5587157 035 $a(OCoLC)906708597 035 $a(PPN)185485782 035 $a(EXLCZ)993710000000404034 100 $a20150401d2015 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aComplex and Adaptive Dynamical Systems$b[electronic resource] $eA Primer /$fby Claudius Gros 205 $a4th ed. 2015. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2015. 215 $a1 online resource (XVI, 422 p. 163 illus., 132 illus. in color.) 225 1 $aSpringer complexity 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-319-16264-0 327 $aGraph Theory and Small-World Networks -- Bifurcations and Chaos in Dynamical Systems -- Dissipation, Noise and Adaptive Systems -- Self-Organization and Pattern Formation -- Complexity and Information Theory -- Cellular Automata and Self-Organized Criticality -- Random Boolean Networks -- Darwinian Evolution, Hypercycles and Game Theory -- Synchronization Phenomena -- Elements of Cognitive System Theory -- Solutions -- Index. 330 $aThis primer offers readers an introduction to the central concepts that form our modern understanding of complex and emergent behavior, together with detailed coverage of accompanying mathematical methods. All calculations are presented step by step and are easy to follow. This new fourth edition has been fully reorganized and includes new chapters, figures and exercises. The core aspects of modern complex system sciences are presented in the first chapters, covering network theory, dynamical systems, bifurcation and catastrophe theory, chaos and adaptive processes, together with the principle of self-organization in reaction-diffusion systems and social animals. Modern information theoretical principles are treated in further chapters, together with the concept of self-organized criticality, gene regulation networks, hypercycles and coevolutionary avalanches, synchronization phenomena, absorbing phase transitions and the cognitive system approach to the brain. Technical course prerequisites are the standard mathematical tools for an advanced undergraduate course in the natural sciences or engineering. Each chapter includes exercises and suggestions for further reading, and the solutions to all exercises are provided in the last chapter. From the reviews of previous editions: This is a very interesting introductory book written for a broad audience of graduate students in natural sciences and engineering. It can be equally well used both for teac hing and self-education. Very well structured and every topic is illustrated with simple and motivating examples. This is a true guidebook to the world of complex nonlinear phenomena. (Ilya Pavlyukevich, Zentralblatt MATH, Vol. 1146, 2008) Claudius Gros? Complex and Adaptive Dynamical Systems: A Primer is a welcome addition to the literature. A particular strength of the book is its emphasis on analytical techniques for studying complex systems. (David P. Feldman, Physics Today, July, 2009)  . 410 0$aSpringer complexity. 606 $aPhysics 606 $aComputational complexity 606 $aSystem theory 606 $aStatistical physics 606 $aVibration 606 $aDynamical systems 606 $aDynamics 606 $aApplications of Graph Theory and Complex Networks$3https://scigraph.springernature.com/ontologies/product-market-codes/P33010 606 $aComplexity$3https://scigraph.springernature.com/ontologies/product-market-codes/T11022 606 $aComplex Systems$3https://scigraph.springernature.com/ontologies/product-market-codes/M13090 606 $aApplications of Nonlinear Dynamics and Chaos Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/P33020 606 $aVibration, Dynamical Systems, Control$3https://scigraph.springernature.com/ontologies/product-market-codes/T15036 615 0$aPhysics. 615 0$aComputational complexity. 615 0$aSystem theory. 615 0$aStatistical physics. 615 0$aVibration. 615 0$aDynamical systems. 615 0$aDynamics. 615 14$aApplications of Graph Theory and Complex Networks. 615 24$aComplexity. 615 24$aComplex Systems. 615 24$aApplications of Nonlinear Dynamics and Chaos Theory. 615 24$aVibration, Dynamical Systems, Control. 676 $a515.352 700 $aGros$b Claudius$4aut$4http://id.loc.gov/vocabulary/relators/aut$0792256 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910300411503321 996 $aComplex and Adaptive Dynamical Systems$91771522 997 $aUNINA