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Topics
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J. P. Crutchfield, D. D. Dunn, and E. Puckett,
"Chaos All the Way Down—Pre-show to Collapse (suddenly falling down)",
Leonardo (31 March 2009)
Transactions.
[Abstract]
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M. Neff, D. Sumner, G. W. Bawden, E. Bromberg, J. P. Crutchfield,
D. Davidson, S. Gilbride, L. H. Kellogg, and O. Kreylos,
"Blending Art and Science: Collapse (suddenly falling down)",
Leonardo 43:3 (2010) 274-281.
[Abstract]
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E. W. Stevens, D. Y. Sumner, C. L. Harwood, J. P.
Crutchfield, B. Hamann, O. Kreylos, E. Puckett, and Patrick Senge,
“Understanding Microbialite Morphology Using a Comprehensive Suite
of 3D Analysis Tools”, Astrobiology 11:6 (2011) 509-518.
[Abstract]
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J. P. Crutchfield,
"Exploring Strange Attractors",
(2007).
[Abstract]
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D. Dunn and J. P. Crutchfield,
"Insects, Trees, and Climate: The Bioacoustic Ecology of
Deforestation and Entomogenic Climate Change",
in en Resonancia: Noves Fronteres de la Ciencia,
L'Art i el Pensament, J. Perello, editor, Tallers
Grafics Hostench.,
Venecuela (2009) 106-142 [Catalan], 233-253 [English].
[Abstract]
[pdf]
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Santa Fe Institute Working Paper 06-12-055,
arXiv:0612.019 [q-bio.PE].
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Olof Görnerup and J. P. Crutchfield, "Objects That Make Objects: The Population Dynamics of Structural Complexity",
Physical Review Letters (2004) submitted.
[Abstract]
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Santa Fe Institute Working Paper 04-06-020. arxiv.org e-print adap-org/0406XXX.
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Cosma Rohilla Shalizi, Kristina Lisa Shalizi, and J. P. Crutchfield, "Pattern Discovery in Time Series, Part I:
Theory, Algorithm, Analysis, and Convergence", Journal of Machine Learning Research (2002), in preparation.
[Abstract]
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Santa Fe Insitute Working Paper 02-10-060.
arXiv.org/abs/cs.LG/0210025.
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C. R. Shalizi, "Causal Architecture, Complexity and Self-Organization in Time Series and
Cellular Automata", Ph.D. Dissertation, Physics Department, University of Wisconsin-Madison, May 2001.
[Abstract]
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C. R. Shalizi and J. P. Crutchfield, "Information Bottlenecks, Causal States, and Statistical
Relevance Bases: How to Represent Relevant Information in Memoryless Transduction", Advances in Complex Systems 5 (2002):
1-5.
[Abstract]
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Santa Fe Insitute Working Paper 00-07-035. arXiv.org/abs/nlin.AO/0006025.
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J. P. Crutchfield, D. P. Feldman, and C. R. Shalizi, 'Comment on "Simple Measure for Complexity"',
Physical Review E 62 (2000) 2996-2997.
[Abstract]
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Santa Fe Insitute Working Paper 99-06-040.
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J. P. Crutchfield and C. R. Shalizi, "Thermodynamic Depth of Causal States: Objective Complexity via Minimal Representations",
Physical Review E 59 (1999) 275-283.
[Abstract]
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Santa Fe Insitute Working Paper 98-06-047.
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J. P. Crutchfield, "Dynamical Embodiments of Computation in Cognitive Processes",
Behavioral and Brain Sciences 21:5 (1998) 635-637.
[Abstract]
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Santa Fe Institute Working Paper 98-02-016.
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D. P. Feldman and J. P. Crutchfield, "Measures of Statistical Complexity: Why?", Physics Letters A 238 (1998) 244-252.
[Abstract]
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J. P. Crutchfield, "Is Anything Ever New? Considering Emergence", in Complexity: Metaphors, Models, and Reality,
G. Cowan, D. Pines, and D. Melzner, editors, SFI Series in the Sciences of Complexity XIX, Addison-Wesley, Redwood City (1994) 479-497.
[Abstract]
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Santa Fe Institute Working Paper 94-03-011.
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J. P. Crutchfield, "The Calculi of Emergence: Computation, Dynamics, and Induction", Physica D 75 (1994) 11-54.
[Abstract]
Santa Fe Institute Working Paper 94-03-016.
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J. P. Crutchfield, "Critical Computation, Phase Transitions, and, Hierarchical Learning" in Towards the Harnessing of Chaos, Proceedings of the 7 th Toyota Conference, M. Yamaguti, editor, Elsevier Science, Amsterdam (1994) in press.
[Abstract]
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Santa Fe Institute Working Paper 93-06-035.
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J. P. Crutchfield, "Observing Complexity and The Complexity of Observation", in Inside versus Outside,
H. Atmanspacher, editor, Springer-Verlag, Berlin (1994) 234-272.
[Abstract]
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Santa Fe Institute Working Paper 93-06-035.
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J. P. Crutchfield, "What Lies Between Order and Chaos?" in Art and Complexity, J. Casti, editor, Oxford University Press (2002).
[Abstract]
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K. Young and J. P. Crutchfield, "Fluctuation Spectroscopy", Chaos, Solitons, and Fractals 4 (1993) 5-39.
[Abstract]
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Santa Fe Institute Working Paper 93-05-028.
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J. P. Crutchfield, "Semantics and Thermodynamics", in Nonlinear Modeling and Forecasting,
SFI Studies in the Sciences of Complexity, Proc. Vol. XII, M. Casdagli and S. Eubank, editors, Addison-Wesley, Reading, Massachusetts (1992) 317-360.
[Abstract]
Santa Fe Institute Working Paper 91-09-033.
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J. P. Crutchfield, "Knowledge and Meaning...Chaos and Complexity", in Modeling Complex Systems,
L. Lam and H. C. Morris, editors, Springer-Verlag, Berlin (1992) 66 -101.
[Abstract]
Santa Fe Institute Working Paper 91-09-035.
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J. P. Crutchfield, "Inferring the Dynamic, Quantifying Physical Complexity", in Measures of Complexity and Chaos, A. M. Albano, N. B. Abraham,
P. E. Rapp, and A. Passamante, editors, Plenum Press, New York (1989) 327.
[Abstract]
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J. P. Crutchfield and K. Young, "Computation at the Onset of Chaos", in Entropy, Complexity, and Physics of Information, W. Zurek, editor,
SFI Studies in the Sciences of Complexity, VIII, Addison-Wesley, Reading, Massachusetts (1990) 223-269.
[Abstract]
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J. P. Crutchfield, "Reconstructing Language Hierarchies", in Information Dynamics, NATO ASI Series,
256, H. A. Atmanspracher and H. Scheingraber, editors, Plenum Press, New York (1990) 45-60.
[Abstract]
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J. P. Crutchfield and K. Young,
"Inferring Statistical Complexity", Physical Review Letters 63
(1989) 105-108.
[Abstract]
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J. P. Crutchfield and N. H. Packard,
"Symbolic Dynamics of Noisy Chaos", Physica 7D (1983) 201-223.
[Abstract]
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P. Collet, J. P. Crutchfield, and J.-P. Eckmann, "Computing the Topological
Entropy of Maps", Commun. Math. Phys. 88 (1983) 257-262.
[Abstract]
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J. P. Crutchfield and N. H. Packard, "Symbolic Dynamics of One-Dimensional Maps:
Entropies, Finite Precision, and Noise", Intl. J. Theo. Phys. 21 (1982) 433-466.
[Abstract]
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J. P. Crutchfield,
J. D. Farmer and B. A. Huberman, "Fluctuations and Simple Chaotic Dynamics",
Physics Reports 92 1982.
[Abstract]
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J. P. Crutchfield and N. H. Packard, "Noise Scaling of Symbolic Dynamics Entropies",
in Evolution of Order and Chaos, ed. H. Haken, Springer-Verlag, Berlin (1982) 215-227.
[Abstract]
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H.
Froehling, J. P. Crutchfield, J. D. Farmer, N. H. Packard, and R. S.
Shaw, "On Determining the Dimension of Chaotic
Flows", Physica 3D 1981: 605-617.
[Abstract]
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J.
P. Crutchfield, M. Nauenberg, and J. Rudnick, "Scaling for External Noise at the Onset of
Chaos", Phys. Rev. Lett. 46 1981: 933-935.
[Abstract]
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J. P. Crutchfield and B. A.
Huberman, "Fluctuations and the Onset of Chaos", Phys.
Lett. 77A 1980: 407.
[Abstract]
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J.
P. Crutchfield, J. D. Farmer, N. H. Packard, R. S. Shaw, G. Jones, R.
Donnelly, "Power Spectral Analysis of a Dynamical
System", Phys. Lett. 76A 1980: 1-4.
[Abstract]
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J. P. Crutchfield, J. D. Farmer, H.
Froehling, N. H. Packard, and R. S. Shaw, "Power Spectra and Mixing Properties of Strange
Attractors", Annals of the New York Academy of Sciences
357 1980: 453.
[Abstract]
[pdf]
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Olof Görnerup and J. P. Crutchfield, "Primordial Evolution in the Finitary Process Soup",
Electronic Journal of Theoretical Physics (2007) submitted.
[Abstract]
[pdf]
Santa Fe Institute Working Paper
07-05-008.
arxiv.org e-print
q-bio.PE/0704.3771.
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O. Goenernup and J. P. Crutchfield,
"Hierarchical Self-Organization in the Finitary Process Soup",
Special Issue on the Evolution of Complexity, Artificial Life Journal 14:3 (2008) 245-254.
[Abstract]
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Santa Fe Institute Working Paper
06-03-001.
arxiv.org e-print
nlin.AO/0603001.
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Olof Görnerup, and J. P. Crutchfield, "Objects That Make Objects: The Population Dynamics of Structural Complexity",
Physical Review Letters (2004) submitted.
[Abstract]
[ps.gz]
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[pdf]
Santa Fe Institute Working Paper 04-06-020. arxiv.org e-print adap-org/0406XXX.
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J. P. Crutchfield and P. Schuster, "Dynamics of Evolutionary Processes" In Evolutionary
Dynamics—Exploring the Interplay of Selection, Neutrality, Accident, and
Function. J. P. Crutchfield and P. Schuster, editors. Santa Fe Institute
Series in the Science of Complexity. New York: Oxford University Press, 2001.
[Abstract]
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J. P. Crutchfield, "When Evolution is Revolution---Origins of Innovation" In Evolutionary
Dynamics---Exploring the Interplay of Selection, Neutrality, Accident, and
Function. J. P. Crutchfield and P. Schuster, editors. Santa Fe Institute
Series in the Science of Complexity. New York: Oxford University Press, 2001.
[Abstract]
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E. van Nimwegen, J. P. Crutchfield, and M. Mitchell, "Finite Populations Induce Metastability
in Evolutionary Search"
Physics Letters A 1997 (in press).
[Abstract]
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M. Mitchell, J. P. Crutchfield, and R. Das, "Evolving Cellular Automata
to Perform Computations" In Handbook of Evolutionary Computation.
T. Back, D. Fogel, and Z. Michalewicz, editors. Oxford: Oxford University Press, 1997 (in press).
[Abstract]
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M. Mitchell, J. P. Crutchfield, and R. Das, "Evolving Cellular Automata with Genetic Algorithms: A Review of Recent
Work" Proceedings of the First International Conference on
Evolutionary Computation and Its Applications (EvCA'96).
Moscow, Russia: Russian Acadamy of Sciences, 1997 (in press).
[Abstract]
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W. Hordijk, J. P. Crutchfield, and M. Mitchell "Embedded-Particle Computation in Evolved Cellular Automata"
Pre-proceedings of the Conference on Physics and Computation '96 (1996).
[Abstract]
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Santa Fe Institute Working Paper 96-09-073.
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J. P. Crutchfield and M. Mitchell, "The Evolution of Emergent Computation". Proceedings of the
National Academy of Sciences 92 1995: 10742-10746.
[Abstract]
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Santa Fe Institute Working Paper 94-03-012.
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R. Das, J. P. Crutchfield, M. Mitchell, and J. E. Hanson,
"Evolving Globally Synchronized Cellular Automata". Proceedings of
the Sixth International Conference on Genetic Algorithms.
L. J. Eshelman, editor. San Francisco, CA: Morgan Kaufmann, 1995: 336-343.
[Abstract]
[ps.gz]
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Santa Fe Institute Working Paper 95-01-005.
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M. Mitchell, J. P. Crutchfield, and P. T. Hraber, "Dynamics, Computation, and the 'Edge of Chaos':
A Re-examination". In
Complexity: Metaphors, Models, and
Reality. G. Cowan, D. Pines, and D. Melzner, editors.
SFI Series in the Sciences of Complexity, volume XIX, Reading, MA: Addison-Wesley, 1994:
497-513.
[Abstract]
[ps.gz]
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[pdf]
Santa Fe Institute Working Paper 93-06-040.
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M. Mitchell, J. P. Crutchfield, and P. Hraber, "Evolving Cellular Automata to Perform Computations:
Mechanisms and Impediments".
Physica D 1994: 361-391.
[Abstract]
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Santa Fe Institute Working Paper 93-11-071.
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R. Das, M. Mitchell, and J. P. Crutchfield,
"A Genetic Algorithm Discovers Particle Computation in Cellular Automata".
Proceedings of the Conference on
Parallel Problem Solving in Nature --- PPSN III.
Y. Davidor, H. P. Schwefel, and R. Manner, editors.
Lecture Notes in Computer Science, Berlin:
Springer-Verlag, 1994: 344-353.
[Abstract]
Santa Fe Institute Working Paper 94-03-015.
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M. Mitchell, P. Hraber, and J. P. Crutchfield, "Revisiting the Edge of Chaos: Evolving Cellular Automata
to Perform Computational Tasks".
Complex Systems 7 1993: 89-130.
[Abstract]
Santa Fe Institute Working Paper 93-03-014.
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J. P. Crutchfield, "Inferring the Dynamic, Quantifying Physical Complexity", in Measures of Complexity and Chaos, A. M. Albano, N. B. Abraham,
P. E. Rapp, and A. Passamante, editors, Plenum Press, New York (1989) 327.
[Abstract]
[pdf]
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N. H. Packard, J. P. Crutchfield, J. D. Farmer, and R. S. Shaw, "Geometry from a Time Series",
Phys. Rev. Let. 45 (1980) 712-716.
[Abstract] [ps.gz]
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T. Steiman-Cameron, K. Young, J. D. Scargle, J. P.
Crutchfield, J. Imamura, M. T. Wolff, and K. S. Wood, "Dripping Handrails and the Quasi-Periodic Oscillations
in the AM Herculis Objects". Astrophys. J. 435 1994:
775-783.
[Abstract]
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J. D. Scargle, D.
L. Donoho, J. P. Crutchfield, T. Steiman-Cameron, J. Imamura, and K.
Young, "The Quasi-Periodic Oscillations and Very Low Frequency
Noise of Scorpius X-1 as Transient Chaos: A Dripping
Handrail?" Astrophys. J. Lett.
411 1993: L91-L94.
[Abstract]
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A. Brandstater, J. Swift, H. L. Swinney, A. Wolf, J. D. Farmer, E. Jen,
and J. P. Crutchfield, "Low-Dimensional Chaos in a Hydrodynamic
System". Phys. Rev. Lett. 51 1983: 1442.
[Abstract]
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J. P. Crutchfield,
B. A. Huberman, and N. H. Packard, "Noise Phenomena in Josephson Junctions". App.
Phys. Let. 37 (8) 1980: 750-753.
[Abstract]
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R.
Shaw, J. P. Crutchfield, F. Bridges, and B. Rosenblum, "Unexplained Helium Film Effect with Dielectric
Resonators". Phys. Lett. 80A 1980: 87.
[Abstract]
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B. A. Huberman and J. P. Crutchfield, "Chaotic States of Anharmonic Systems in Periodic
Fields". Phys. Rev. Let. 43 1979: 1743-1747.
[Abstract]
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J. P. Crutchfield, "What Lies Between Order and Chaos?" in Art and Complexity, J. Casti, editor, Oxford University Press (2002).
[Abstract]
[ps.gz]
[ps]
[pdf]
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J. P. Crutchfield, D. P. Feldman, and C. R. Shalizi, 'Comment on "Simple Measure for Complexity"',
Physical Review E 62 (2000) 2996-2997.
[Abstract]
[ps]
[pdf]
Santa Fe Insitute Working Paper 99-06-040.
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J. P. Crutchfield and N. Kahn, "Turbulent Landscapes--A Dialogue", Complexity 2:2 (1996) 3-7.
[Abstract]
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J. P. Crutchfield, "Comments on Complexity and the Future of Science.'"
Posted to researchers@santafe.edu 25 January 1996.
[Link]
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J. P. Crutchfield, "Is Anything Ever New? Considering Emergence", in Complexity: Metaphors, Models, and Reality,
G. Cowan, D. Pines, and D. Melzner, editors, SFI Series in the Sciences of Complexity XIX, Addison-Wesley, Redwood City (1994) 479-497.
[Abstract]
[ps.gz]
[ps]
[pdf]
Santa Fe Institute Working Paper 94-03-011.
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J. P. Crutchfield, "Complexity: Order contra Chaos", in Proceedings of the International Conference on
Fuzzy Logic and Neural Networks, S. Yasui and T. Yamakawa, editors, Iizuka, Japan (July 1990) World Scientific Publishers, Singapore (1990) 127.
[Abstract]
[ps.gz]
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J. P. Crutchfield, "Chaos and Complexity", in Handbook of Metaphysics and Ontology, Philosophia Verlag,
München (1990).
[Abstract]
[ps.gz]
[ps]
[pdf]
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J. P. Crutchfield, "Quantifying Spatial Chaos". Research and
Development 12, November 1989.
[Abstract]
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J. P. Crutchfield, "Chaos, Computer Graphics, and Natural
Phenomena". Accepted for publication in Transactions
on Graphics, December 1987 (Unpublished).
[Abstract]
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J. P. Crutchfield, J. D.
Farmer, N. H. Packard, and R. S. Shaw, "Chaos". Scientific American
255, December 1986: 46-57.
[Abstract]
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D. Campbell, J. P. Crutchfield, J. D. Farmer, and E. Jen, "Experimental Mathematics: The Role of Computation in
Nonlinear Science". Comm. ACM 28 1985: 374.
[Abstract]
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J. P. Crutchfield, "Noisy Chaos", Ph.D. Dissertation, University of California,
Santa Cruz (August 1983).
[Abstract]
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J. P. Crutchfield, "Prediction and Stability in Classical
Mechanics". Senior Thesis in Physics and Mathematics,
University of California, Santa Cruz, June 1979; submitted to APS First
Annual Apker Undergraduate Thesis Competition.
[Abstract]
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J. P. Crutchfield and D. P. Feldman, "Statistical Complexity of Simple 1D Spin Systems",
Physical Review E 55:2 (1997) 1239R-1243R.
[Abstract]
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J. E. Hanson and J. P. Crutchfield, "Computational Mechanics of Cellular Automata: An Example",
Physica D 103 (1997) 169--189.
[Abstract]
[ps.gz]
Santa Fe Institute Working Paper
95-10-95.
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J. E. Hanson and J. P. Crutchfield, "Postscript to 'The Attractor-Basin Portrait of a
Cellular Automaton'", Research Note (February 1994) unpublished.
[Abstract] [ps.gz]
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J. P. Crutchfield and J. E. Hanson, "Turbulent Pattern Bases for Cellular Automata",
Physica D 69 (1993) 279-301.
[Abstract]
[ps.gz]
[pdf]
Santa Fe Institute Working Paper 93-03-010.
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J. P. Crutchfield and J. E. Hanson, "Attractor Vicinity Decay for a Cellular Automaton",
CHAOS 3:2 (1993) 215-224.
[Abstract]
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J. P. Crutchfield, "Unreconstructible at Any Radius", Physics Letters A 171 (1992) 52-60.
[Abstract]
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J. P. Crutchfield, "Discovering Coherent Structures in Nonlinear Spatial Systems", in Nonlinear Dynamics of Ocean Waves,
A. Brandt, S. Ramberg, and M. Shlesinger, editors, World Scientific, Singapore (1992) 190-216.
[Abstract]
[ps.gz] (Main portion)
Santa Fe Institute Working Paper 91-09-034.
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J. E. Hanson and J. P. Crutchfield, "The Attractor-Basin Portrait of a Cellular Automaton",
J. Statistical Physics 66 (1992) 1415-1462.
[Abstract]
[ps.gz]
Santa Fe Institute Working Paper 91-02-012.
J. P. Crutchfield and K. Kaneko, "Are Attractors Relevant to Turbulence?"
Phys. Rev. Let. 60 1988: 2715-2718.
[Abstract]
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J. P. Crutchfield, "Subbasins, Portals, and Mazes: Transients in High
Dimensions". J. Nucl. Phys. B 5A 1988: 287-292.
[Abstract]
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J. P. Crutchfield and
K. Kaneko, "Phenomenology of Spatio-Temporal Chaos". In
Directions in Chaos, Hao Bai-lin, editor. Singapore: World
Scientific Publishers, 1987: 272-353.
[Abstract]
[pdf]
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