On the Import of Constraints in Complex Dynamical Systems

Complexity arises from interaction dynamics, but its forms are co-determined by the operative constraints within which the dynamics are expressed. The basic interaction dynamics underlying complex systems is mostly well understood. The formation and operation of constraints is often not, and oftener under appreciated. The attempt to reduce constraints to basic interaction fails in key cases. The overall aim of this paper is to highlight the key role played by constraints in shaping the field of complex systems. Following an introduction to constraints (Sect. 1), the paper develops the roles of constraints in specifying forms of complexity (Sect. 2) and illustrates the roles of constraints in formulating the fundamental challenges to understanding posed by complex systems (Sect. 3).

[1]  Cliff Hooker,et al.  Conceptualising Reduction, Emergence and Self-Organisation in Complex Dynamical Systems , 2011 .

[2]  Xabier E. Barandiaran,et al.  The Impact of the Paradigm of Complexity on the Foundational Frameworks of Biology and Cognitive Science , 2011 .

[3]  Frank J. Bruggeman,et al.  Systems Biology: Philosophical Foundations , 2007 .

[4]  C. Hooker,et al.  Applying Self-Directed Anticipative Learning to Science II: Learning How to Learn Across a Revolution in Early Ape Language Research , 2007, Perspectives on Science.

[5]  Alan K. Mackworth Agents, Bodies, Constraints, Dynamics, and Evolution , 2009, AI Mag..

[6]  H. Heller,et al.  Principles of Life , 2010 .

[7]  A. Turing The chemical basis of morphogenesis , 1952, Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences.

[8]  H H Pattee,et al.  Physical theories of biological co-ordination , 1971, Quarterly Reviews of Biophysics (print).

[9]  M. R. Flannery,et al.  The enigma of nonholonomic constraints , 2005 .

[10]  Alexander Rueger,et al.  Perspectival Models and Theory Unification , 2005, The British Journal for the Philosophy of Science.

[11]  Cliff Hooker,et al.  Introduction to philosophy of complex systems: A: part A: towards a framework for complex systems , 2011 .

[12]  William Bechtel,et al.  Biological mechanisms: organized to maintain autonomy , 2007 .

[13]  J. W. Humberston Classical mechanics , 1980, Nature.

[14]  W. Christensen,et al.  An interactivist-constructivist approach to intelligence: Self-directed anticipative learning , 2000 .

[15]  C. Hooker Introduction to Philosophy of Complex Systems , 2011 .

[16]  M. Flannery The elusive d’Alembert-Lagrange dynamics of nonholonomic systems , 2011 .

[17]  Niels Ole Finnemann,et al.  Downward Causation: Minds, Bodies and Matter , 2001 .

[18]  C. Allen,et al.  Stanford Encyclopedia of Philosophy , 2011 .

[19]  C. A. Hooker,et al.  Applying Self-Directed Anticipative Learning to Science I: Agency, Error, and the Interactive Exploration of Possibility Space in Early Ape-Language Research. , 2007, Perspectives on Science.

[20]  Stuart A Newman,et al.  Animal egg as evolutionary innovation: a solution to the "embryonic hourglass" puzzle. , 2011, Journal of experimental zoology. Part B, Molecular and developmental evolution.

[21]  Howard Hunt Pattee,et al.  Hierarchy Theory: The Challenge of Complex Systems , 1973 .

[22]  Hod Lipson,et al.  Distilling Free-Form Natural Laws from Experimental Data , 2009, Science.

[23]  Hod Lipson,et al.  Automated reverse engineering of nonlinear dynamical systems , 2007, Proceedings of the National Academy of Sciences.

[24]  Rolf Pfeifer,et al.  How the body shapes the way we think - a new view on intelligence , 2006 .

[25]  K. Ruiz-Mirazo,et al.  Metabolism and the problem of its universalization. , 1999, Bio Systems.

[26]  Cliff Hooker,et al.  Philosophy of complex systems , 2011 .

[27]  J. Hasty,et al.  Reverse engineering gene networks: Integrating genetic perturbations with dynamical modeling , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[28]  R. Bishop Patching Physics and Chemistry Together , 2005, Philosophy of Science.

[29]  Robert C. Bishop,et al.  Downward causation in fluid convection , 2006, Synthese.

[30]  Cliff Hooker,et al.  Applying self-directed anticipative learning to Science II: learning how to learn across 'Revolutions' , 2007 .

[31]  J. Todd,et al.  INVESTIGATIONS , 1984, The Lancet.

[32]  David Pines,et al.  Emerging Syntheses In Science , 1988 .

[33]  Cliff A. Hooker,et al.  Idealisation, naturalism, and rationality: Some lessons from Minimal Rationality , 1994, Synthese.

[34]  Alvaro Moreno,et al.  A systemic approach to the origin of biological organization , 2007 .

[35]  C. A. Hooker,et al.  Asymptotics, Reduction and Emergence , 2004, The British Journal for the Philosophy of Science.

[36]  Mark H. Bickhard,et al.  Representational content in humans and machines , 1993, J. Exp. Theor. Artif. Intell..

[37]  A. M. Turing,et al.  The chemical basis of morphogenesis , 1952, Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences.

[38]  Kepa Ruiz-Mirazo,et al.  Basic Autonomy as a Fundamental Step in the Synthesis of Life , 2004, Artificial Life.

[39]  Hugh Clapin,et al.  Representation in mind : new approaches to mental representation , 2004 .

[40]  S A Newman Note on complex systems. , 1970, Journal of theoretical biology.

[41]  S. Newman Complexity in Organismal Evolution , 2011 .

[42]  A. Rayner Degrees of Freedom: Living in Dynamic Boundaries , 1997 .

[43]  Cliff Hooker,et al.  Complexly Organised Dynamical Systems , 1999 .

[44]  J. Kurths,et al.  A Comparative Classification of Complexity Measures , 1994 .

[45]  R. Bishop Metaphysical and Epistemological Issues in Complex Systems , 2011 .

[46]  M. Flannery d’Alembert–Lagrange analytical dynamics for nonholonomic systems , 2011 .

[47]  William Bechtel,et al.  Complex Biological Mechanisms : Cyclic , Oscillatory , and Autonomous , 2008 .

[48]  Stefano Nolfi,et al.  Behavior and Cognition as a Complex Adaptive System: Insights from Robotic Experiments , 2011 .

[49]  Cosma Rohilla Shalizi,et al.  Methods and Techniques of Complex Systems Science: An Overview , 2003, nlin/0307015.

[50]  C. A. Hooker,et al.  Interaction and bio-cognitive order , 2009, Synthese.

[51]  Cliff Hooker,et al.  Representation and the Meaning of Life , 2004 .

[52]  K. Lynch Nonholonomic Mechanics and Control , 2004, IEEE Transactions on Automatic Control.

[53]  J. Skewes,et al.  Bio-agency and the problem of action , 2009 .

[54]  Stuart A Newman,et al.  Dynamical patterning modules: physico-genetic determinants of morphological development and evolution , 2008, Physical biology.

[55]  Dave Clarke,et al.  Coordination via Interaction Constraints I: Local Logic , 2009, ICE.

[56]  J. Butterfield Between Laws and Models: Some Philosophical Morals of Lagrangian Mechanics , 2004, physics/0409030.

[57]  G. Mann The Quark and the Jaguar: adventures in the simple and the complex , 1994 .

[58]  C. Emmeche,et al.  Levels, Emergence and Three Versions of Downward Causation , 2000 .

[59]  W. Christensen,et al.  Self-directed Agents , 2001 .

[60]  R. Coleman,et al.  Geometry and Forces in Relativistic and Pre-Relativistic Theories , 2014 .

[61]  Cliff Hooker,et al.  Error, Error-Statistics and Self-Directed Anticipative Learning , 2009 .

[62]  S. Hudson,et al.  Action-gradient-minimizing pseudo-orbits and almost-invariant tori , 2011, 1104.5609.

[63]  Howard Hunt Pattee,et al.  The Physical Basis and Origin of Hierarchical Control , 2012 .

[64]  V. Arnold Mathematical Methods of Classical Mechanics , 1974 .

[65]  J. Butterfield On Hamilton-Jacobi Theory as a Classical Root of Quantum Theory , 2005 .

[66]  Marco Dorigo,et al.  Fifty years of self-assembly experimentation , 2007 .

[67]  Marco Dorigo,et al.  Self-Assembly at the Macroscopic Scale , 2008, Proceedings of the IEEE.

[68]  Eörs Szathmáry,et al.  Life: In search of the simplest cell , 2005, Nature.

[69]  Logical Depth And Other Algorithmically Defined Properties Of Finite Objects , 1992, Workshop on Physics and Computation.

[70]  M. Yushkov,et al.  Mechanics of Non-Holonomic Systems , 2009 .

[71]  Refractor Vision , 2000, The Lancet.

[72]  Xabier E. Barandiaran,et al.  Modelling autonomy: Simulating the essence of life and cognition , 2008, Biosyst..

[73]  J. McIntosh Naturalism, evolution, and intentionality , 2001 .

[74]  Eörs Szathmáry,et al.  The Major Transitions in Evolution , 1997 .

[75]  Edwin F. Taylor,et al.  When action is not least , 2007 .