04621oam 2200745Ka 450 991077922210332120190503073404.00-262-30497-X1-282-13381-097866138063900-262-30589-59786613806390(CKB)2550000000105916(EBL)3339466(SSID)ssj0000701888(PQKBManifestationID)11439218(PQKBTitleCode)TC0000701888(PQKBWorkID)10676845(PQKB)10130232(MiAaPQ)EBC3339466(CaBNVSL)mat06276858(IDAMS)0b000064818c1fcf(IEEE)6276858(OCoLC)801409259(OCoLC)827009351(OCoLC)892340545(OCoLC)982074204(OCoLC)988467918(OCoLC)990603301(OCoLC)991971595(OCoLC)992502392(OCoLC)994989168(OCoLC)1037918097(OCoLC)1038695482(OCoLC)1055339426(OCoLC)1064151335(OCoLC)1081194077(OCoLC)1086462808(OCoLC-P)801409259(MaCbMITP)9412(Au-PeEL)EBL3339466(CaPaEBR)ebr10582915(CaONFJC)MIL380639(OCoLC)801409259(PPN)182142760(EXLCZ)99255000000010591620120723d2012 uy 0engur|n|---|||||txtccrSignals and boundaries building blocks for complex adaptive systems /John H. HollandCambridge, Mass. MIT Press©2012©20121 online resource (317 p.)Description based upon print version of record.0-262-52593-3 0-262-01783-0 Includes bibliographical references and index.Contents; Preface; 1 The Roles of Signals and Boundaries; 2 Theory and Models: General Principles; 3 Agents and Signal Processing; 4 Networks and Flows; 5 Adaptation; 6 Recombination and Reproduction; 7 Urn Models of Boundaries; 8 Boundary Hierarchies; 9 The Evolution of Niches-A First Look; 10 Language: Grammars and Niches; 11 Grammars as Finitely Generated Systems; 12 An Overarching Signal/Boundary Framework; 13 A Dynamic Generated System Model of Ontogeny; 14 A Complete Dynamic Generated System for Signal/Boundary Studies; 15 Mathematical Models of Generated Structures16 A Short Version of the WholeReferences; IndexComplex adaptive systems (cas), including ecosystems, governments, biological cells, and markets, are characterized by intricate hierarchical arrangements of boundaries and signals. In ecosystems, for example, niches act as semi-permeable boundaries, and smells and visual patterns serve as signals; governments have departmental hierarchies with memoranda acting as signals; and so it is with other cas. Despite a wealth of data and descriptions concerning different cas, there remain many unanswered questions about "steering" these systems. In Signals and Boundaries, John Holland argues that understanding the origin of the intricate signal/border hierarchies of these systems is the key to answering such questions. He develops an overarching framework for comparing and steering cas through the mechanisms that generate their signal/boundary hierarchies. Holland lays out a path for developing the framework that emphasizes agents, niches, theory, and mathematical models. He discusses, among other topics, theory construction; signal-processing agents; networks as representations of signal/boundary interaction; adaptation; recombination and reproduction; the use of tagged urn models (adapted from elementary probability theory) to represent boundary hierarchies; finitely generated systems as a way to tie the models examined into a single framework; the framework itself, illustrated by a simple finitely generated version of the development of a multi-celled organism; and Markov processes.Adaptive control systemsAdaptation (Biology)Mathematical modelsSignals and signalingMathematical modelsCOGNITIVE SCIENCES/GeneralCOMPUTER SCIENCE/GeneralAdaptive control systems.Adaptation (Biology)Mathematical models.Signals and signalingMathematical models.003Holland John H(John Henry),1929-2015.28441OCoLC-POCoLC-PBOOK9910779222103321Signals and boundaries1079223UNINA