891 891 891 891 891 891 891 891 1048 1048 1048 1048 1000 1000 1000 1000 << >> In this sense, these models can be described) Tj ET endstream Lane, eds. /Length 44 0 R The University of) Tj 0 -13.5 TD -0.0695 Tc 0.4445 Tw (Florida, Arizona State University, and other schools have content on their websites that) Tj T* -0.0176 Tc 0.0176 Tw (directly relates to CAS studies.) Tj ET 199.5 569.25 120.75 0.75 re f BT 90 557.25 TD -0.1073 Tc 0.5573 Tw (Web sites for these journals are listed in the references section.) Tj ET endstream 25 0 obj /Flags 6 /ProcSet 2 0 R Tj -18 -14.25 TD /F2 12 Tf -0.27 Tc 0 Tw (\267) Tj 6 0 TD /F3 12 Tf 0 Tc -0.336 Tw ( ) Tj 12 0 TD /F0 12 Tf -0.0518 Tc 0.3518 Tw (Order is emergent, instead of pre-determined, always unfolding and always in) Tj 0 -15 TD -0.0683 Tc 0.8183 Tw (transition \(perpetual novelty\).) A nonlinear system means you cannot quantify outcome based on additive equations. endobj /FontDescriptor 37 0 R First, how can computer-based modeling be developed further? /Type /Page 48 0 obj /CapHeight 938 658 823 686 795 987 768 768 823 768 768 713 713 713 713 713 713 (shelved 5 times as complexity-theory) … /AvgWidth 375 Tj ET endstream and the emergence of Dynamical Systems Theory and… stream \223Valuable Information\224 In W.H. stream 36 0 obj >> \223Information Measures, Effective Complexity, and) Tj 0 -14.25 TD -0.0547 Tc 0.0547 Tw (Total Information.\224 ) Tj 99 0 TD 0.1824 Tc 0 Tw (Complexity) Tj 57 0 TD -0.0136 Tc 0.0136 Tw (, September/October 1996.) /F0 6 0 R stream This work resonated with many of the) Tj T* -0.022 Tc 0.2095 Tw (Santa Fe founders and represented some of the early thinking on self-organization of) Tj 0 -14.25 TD -0.063 Tc 0 Tw (systems.) In the case study in the Unit 3 readings, “Recasting the Role of CEO: Transferring the Responsibility for Change: How Leaders Can Tap the Creative Energy of Employees,” Nayar made several significant changes that altered the way HCL Technologies functions. /FontName /TimesNewRoman,Bold Casti draws examples from Systems Analysis, General Systems Theory,) Tj 0 -11.25 TD 0.1356 Tc -0.2549 Tw (Cybernetics, Information Theory, Dynamic System Theory, and Computer Science, and provides excellent) Tj 0 -12 TD 0.1838 Tc -0.3713 Tw (references to these as well as other systems sciences.) << 892 892 892 892 892 892 892 1000 1000 1000 1000 1000 1000 1000 1000 313 /F4 36 0 R /F5 41 0 R According to its website, NECSI is) Tj T* -0.0444 Tc 0.3853 Tw (\223an independent educational and research institution dedicated to advancing the study of) Tj 0 -14.25 TD -0.0394 Tc 0.3519 Tw (complex systems.\224 NECSI joins faculty of New England academic institutions in an) Tj 0 -13.5 TD -0.0014 Tc 0.0695 Tw (effort to collaborate \223outside of institutional and departmental boundaries.\224 Sponsors of) Tj 0 -14.25 TD -0.0266 Tc 0.36 Tw (NECSI include the National Science Foundation, Boeing, Microsoft Research, LeBaron) Tj 0 -13.5 TD -0.0353 Tc 0.1103 Tw (Foundation, Group Health Cooperative, Pan Agora Asset Management, and the World) Tj T* -0.1164 Tc 0 Tw (Bank.) /Font << 16 0 obj 713 768 713 790 790 890 823 549 250 713 603 603 1042 987 603 987 500 930 722 667 722 722 667 611 778 778 389 500 778 667 944 722 Tj 126.75 0 TD /F4 12 Tf 0.0319 Tc -0.0319 Tw (At Home in the Universe) Tj 119.25 0 TD /F0 12 Tf 0.0211 Tc -0.0211 Tw (. /Widths [ 778 250 333 408 500 500 833 778 180 333 333 500 564 250 333 250 Complexity Leadership Theory was first introduced in 2001 by Mary Uhl-Bien, Russ Marion, and Bill McKelvey. 14 0 obj Chapter 6 Complexity Science and Complex Adaptive Systems 2. /F3 18 0 R >> /Font << << 15 0 obj /Leading 156 It is used in these domains for understanding how organizations or firms adapt to their environments. 500 611 611 611 611 611 611 889 667 611 611 611 611 333 333 333 systems. Complexity theory offers the toolkit needed for this paradigm shift in social theory. /F0 6 0 R But greater complexity brings) Tj 0 -14.25 TD -0.0684 Tc 4.997 Tw (both benefits and new problems\205The purpose of the) Tj 0 -13.5 TD -0.0727 Tc 10.6977 Tw (conference is to determine the implications this) Tj 0 -14.25 TD -0.0615 Tc 8.6865 Tw (\221complexification\222 has for society, and to develop) Tj 0 -13.5 TD -0.0433 Tc 5.1683 Tw (techniques and strategies for engineering complex but) Tj T* -0.013 Tc 0.013 Tw (reliable systems\224 \(MIT News, November 8, 1999\).) 603 400 549 411 549 549 713 494 460 549 549 549 549 1000 603 1000 444 921 722 667 667 722 611 556 722 722 333 389 722 611 889 722 endobj Complexity Leadership Theory was first introduced in 2001 by Mary Uhl-Bien, Russ Marion, and Bill McKelvey. 5160 /ProcSet 2 0 R 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 Chapter 6 Complexity Science and Complex Adaptive Systems 2. 13 0 obj /Type /Page Tj 0 -27.75 TD -0.0475 Tc 0.3936 Tw (Joshua Epstein and Robert Axtell \(1996\) take an even more holistic view of complex) Tj 0 -13.5 TD -0.0509 Tc 0.3009 Tw (systems as being open and highly interconnected.) /F1 11 0 R /Type /FontDescriptor /F0 6 0 R /LastChar 255 /Widths [ 500 1000 1030 1145 1301 1344 894 1217 458 1084 892 1132 1132 1171 1171 1441 When considering the history of complexity science and related theory, it is difficult to bypass the wide-ranging narrative Melanie Mitchell (2009) provides on the subject. These systems, institutions and Complex adaptive systems may adopt hard or softer approaches. /Resources << As Waldrop) Tj 0 -15 TD -0.046 Tc 0.1614 Tw (\(1992\) describes, \223\205frozen systems can always do better by loosening up a bit, and) Tj 0 -13.5 TD -0.0564 Tc 0.3689 Tw (turbulent systems can always do better by getting themselves a little more organized.) The tools and models of the complexity sciences) Tj 0 -13.5 TD -0.0259 Tc 0.1196 Tw (also allow observations of the system not only at the end point, but also at points where) Tj 0 -14.25 TD -0.0588 Tc 0.3998 Tw (the systems undergoes transitions. Complexity: A Guided Tour (Hardcover) by Melanie Mitchell. The multidisciplinary interaction fostered the application of tools from other) Tj 0 -14.25 TD -0.123 Tc 0.123 Tw (sciences ) Tj 42 0 TD /F2 12 Tf 0.162 Tc 0 Tw (-) Tj 6.75 0 TD /F0 12 Tf -0.052 Tc 0.427 Tw ( nonlinear dynamics, statistical mechanics, and neural nets ) Tj 284.25 0 TD /F2 12 Tf 0.162 Tc 0 Tw (-) Tj 6.75 0 TD /F0 12 Tf -0.0492 Tc 0.0492 Tw ( to economic) Tj -339.75 -14.25 TD -0.0838 Tc 0.5213 Tw (theory. The initial sections provide) Tj 0 -13.5 TD -0.0053 Tc 0.099 Tw (an overview, descriptive characteristics, background and social/institutional outlines for) Tj 0 -14.25 TD -0.0442 Tc 0.2488 Tw (the Complex Adaptive Systems knowledge domain. /Type /FontDescriptor /XHeight 633 Tj 174.75 0 TD 0.0789 Tc -0.0789 Tw (Journal of Complexity) Tj 108 0 TD -0.1183 Tc 0.6808 Tw ( has a strong mathematics) Tj ET 264.75 596.25 107.25 0.75 re f BT 90 585 TD -0.0521 Tc 0.2188 Tw (orientation and is put out by Academic Press. ) For some university leaders, such challenges present an opportunity to lead for great change within the sector. /FontName /TimesNewRoman,Italic /F3 18 0 R 500 500 500 333 389 278 500 500 722 500 500 444 480 200 480 541 Tj 99.75 0 TD /F0 12 Tf -0.108 Tc 0.358 Tw ( New York, NY: Bantam Books.) << BT 90 708 TD 0 0 0 rg /F1 14.25 Tf -0.0289 Tc 0 Tw (Articles) Tj 0 -28.5 TD /F0 12 Tf -0.0418 Tc 0.1918 Tw (Gell-Mann, Murray and Lloyd, Seth. In the natural) Tj 0 -13.5 TD -0.0145 Tc 0.0826 Tw (world, brains, immune systems, ecologies, cells, developing embryos, and ant colonies all) Tj 0 -14.25 TD -0.0583 Tc 0.2891 Tw (fall under the category of CAS. The term complex adaptive systems, or complexity science, is often used to describe the loosely organized academic field that has grown up around the study of such systems. Tj 0 -44.25 TD /F1 15.75 Tf 0.1318 Tc -0.1943 Tw (Overview of Approach to Complex Adaptive Systems) Tj 0 -29.25 TD /F0 12 Tf -0.061 Tc 0.261 Tw (The rise of \223complex adaptive systems\224 \(CAS\) as a school of thought took hold in the) Tj 0 -13.5 TD -0.0679 Tc 0.3893 Tw (mid-1980\222s with the formation of the Santa Fe Institute, a New Mexico think tank formed) Tj 0 -14.25 TD -0.0568 Tc 0.403 Tw (in part by former members of the nearby Los Alamos National Laboratory. Mitchell (2009) traces this journey back to Aristotle (384-322 B.C.) Applying Complex Adaptive Systems Theory. 31 0 obj /ProcSet 2 0 R /Type /FontDescriptor endobj /F5 41 0 R /ProcSet 2 0 R /Type /Page /AvgWidth 625 /Name /F1 For example, while the AIC) Tj 0 -13.5 TD -0.0756 Tc 0.4847 Tw (approximates the magnitude of complexity as the amount of information, it cannot) Tj 0 -14.25 TD -0.0374 Tc 0.0374 Tw (differentiate complexity and ) Tj 138.75 0 TD /F4 12 Tf -0.0733 Tc 0.0733 Tw (intricacy ) Tj 45.75 0 TD /F0 12 Tf -0.0688 Tc 0.3501 Tw (from pure randomness. Systems include the economy, ecosystems, the human brain, developing embryos and ant colonies York NY... Nikolic graduated in 2009 on his dissertation: co-evolutionary process for modelling large scale socio-technical systems.. The complexity ) tj 0 -27.75 TD -0.0676 Tc 0.4176 Tw ( Axlelrod, R. (... Theory may provide an overview, descriptive characteristics, background and social/institutional outlines for the complex adaptive system.! 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