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000891659 020__ $$a9783030203092$$q(electronic book)
000891659 020__ $$a3030203093$$q(electronic book)
000891659 020__ $$z9783030203078
000891659 0248_ $$a10.1007/978-3-030-20
000891659 035__ $$aSP(OCoLC)on1106162660
000891659 035__ $$aSP(OCoLC)1106162660
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000891659 050_4 $$aQA76.76.I58$$bC66 2019
000891659 08204 $$a006.3/0285436$$223
000891659 24500 $$aComplex adaptive systems :$$bviews from the physical, natural, and social sciences /$$cTed Carmichael, Andrew J. Collins, Mirsad Hadžikadić, editors.
000891659 264_1 $$aCham, Switzerland :$$bSpringer,$$c[2019]
000891659 300__ $$a1 online resource (viii, 250 p.) :$$billustrations.
000891659 336__ $$atext$$btxt$$2rdacontent
000891659 337__ $$acomputer$$bc$$2rdamedia
000891659 338__ $$aonline resource$$bcr$$2rdacarrier
000891659 4901_ $$aSpringer complexity
000891659 4901_ $$aUnderstanding complex systems
000891659 5050_ $$aThe Fundamentals of Complex Adaptive Systems -- A Cognitive-Consistency Based Model of Population Wide Attitude Change -- An Application of Agent Based Social Modeling in the DoD -- Agent Based Behavior Precursor Model of Insider IT Sabotage -- Formal Measures of Dynamical Properties: Tipping Points, Robustness, and Sustainability -- Identifying Unexpected Behaviors of Agent-based Models through Spatial Plots and Heat Maps -- Simulating the Ridesharing Economy: The Individual Agent Metro-Washington Area Ridesharing Model (IAMWARM) -- Stigmergy for Biological Spatial Modeling -- Strategic group formation in the El Farol bar problem -- SwarmFSTaxis: Borrowing a Swarm Communication Mechanism from Fireflies and Slime Mold -- Teaching Complexity as Transdisciplinarity.
000891659 506__ $$aAccess limited to authorized users.
000891659 520__ $$aThis book emerged out of international conferences organized as part of the AAAI Fall Symposia series, and the Swarmfest 2017 conference. It brings together researchers from diverse fields studying these complex systems using CAS and agent-based modeling tools and techniques. In the past, the knowledge gained in each domain has largely remained exclusive to that domain. By bringing together scholars who study these phenomena, the book takes knowledge from one domain to provide insight into others. Most interesting phenomena in natural and social systems include constant transitions and oscillations among their various phases - wars, companies, societies, markets, and humans rarely stay in a stable, predictable state for long. Randomness, power laws, and human behavior ensure that the future is both unknown and challenging. How do events unfold? When do they take hold? Why do some initial events cause an avalanche while others do not? What characterizes these events? What are the thresholds that differentiate a sea change from a non-event? Complex adaptive systems (CAS) have proven to be a powerful tool for exploring these and other related phenomena. The authors characterize a general CAS model as having a large number of self-similar agents that: 1) utilize one or more levels of feedback; 2) exhibit emergent properties and self-organization; and 3) produce non-linear dynamic behavior. Advances in modeling and computing technology have led not only to a deeper understanding of complex systems in many areas, but they have also raised the possibility that similar fundamental principles may be at work across these systems, even though the underlying principles may manifest themselves differently.
000891659 588__ $$aDescription based on online resource; title from digital title page (viewed on July 17, 2019).
000891659 650_0 $$aSwarm intelligence.
000891659 650_0 $$aIntelligent agents (Computer software)
000891659 650_0 $$aComputational complexity.
000891659 7001_ $$aCarmichael, Ted,$$eeditor.
000891659 7001_ $$aCollins, Andrew J.$$q(Andrew James),$$eeditor.
000891659 7001_ $$aHadžikadić, Mirsad,$$eeditor.
000891659 830_0 $$aSpringer complexity.
000891659 830_0 $$aUnderstanding complex systems.
000891659 852__ $$bebk
000891659 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-030-20309-2$$zOnline Access$$91397441.1
000891659 909CO $$ooai:library.usi.edu:891659$$pGLOBAL_SET
000891659 980__ $$aEBOOK
000891659 980__ $$aBIB
000891659 982__ $$aEbook
000891659 983__ $$aOnline
000891659 994__ $$a92$$bISE