Physical Universality, State-Dependent Dynamical Laws and Open-Ended Novelty

被引:7
作者
Adams, Alyssa M. [1 ,2 ,3 ]
Berner, Angelica [1 ,2 ,4 ]
Davies, Paul C. W. [1 ]
Walker, Sara I. [1 ,4 ,5 ,6 ]
机构
[1] Arizona State Univ, Ctr Fundamental Concepts Sci, Tempe, AZ 85287 USA
[2] Arizona State Univ, Dept Phys, Tempe, AZ 85287 USA
[3] Lab Rech Sci LABORES Nat & Digital Sci, Algorithm Nat Grp, F-75006 Paris, France
[4] Arizona State Univ, Sch Earth & Space Explorat, Tempe, AZ 85287 USA
[5] Arizona State Univ, ASU SFI Ctr Biosocial Complex Syst, Tempe, AZ 85287 USA
[6] Blue Marble Space Inst Sci, Seattle, WA 98154 USA
关键词
open-ended evolution; innovation; physical universality; self-reference; top-down causation; cellular automata; FUNCTIONAL DYNAMICS; EVOLUTION; COMPUTATION; INNOVATION; LIFE;
D O I
10.3390/e19090461
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
A major conceptual step forward in understanding the logical architecture of living systems was advanced by von Neumann with his universal constructor, a physical device capable of self-reproduction. A necessary condition for a universal constructor to exist is that the laws of physics permit physical universality, such that any transformation (consistent with the laws of physics and availability of resources) can be caused to occur. While physical universality has been demonstrated in simple cellular automata models, so far these have not displayed a requisite feature of life-namely open-ended evolution-the explanation of which was also a prime motivator in von Neumann's formulation of a universal constructor. Current examples of physical universality rely on reversible dynamical laws, whereas it is well-known that living processes are dissipative. Here we show that physical universality and open-ended dynamics should both be possible in irreversible dynamical systems if one entertains the possibility of state-dependent laws. We demonstrate with simple toy models how the accessibility of state space can yield open-ended trajectories, defined as trajectories that do not repeat within the expected Poincare recurrence time and are not reproducible by an isolated system. We discuss implications for physical universality, or an approximation to it, as a foundational framework for developing a physics for life.
引用
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页数:20
相关论文
共 46 条
[1]   Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems [J].
Adams, Alyssa ;
Zenil, Hector ;
Davies, Paul C. W. ;
Walker, Sara Imari .
SCIENTIFIC REPORTS, 2017, 7
[2]  
[Anonymous], 2000, Investigations
[3]  
[Anonymous], 2002, A New Kind of Science
[4]   Defining and simulating open-ended novelty: requirements, guidelines, and challenges [J].
Banzhaf, Wolfgang ;
Baumgaertner, Bert ;
Beslon, Guillaume ;
Doursat, Rene ;
Foster, James A. ;
McMullin, Barry ;
de Melo, Vinicius Veloso ;
Miconi, Thomas ;
Spector, Lee ;
Stepney, Susan ;
White, Roger .
THEORY IN BIOSCIENCES, 2016, 135 (03) :131-161
[5]  
Borriello E, 2016, ARXIV160907554
[6]   Maxwell Demon Dynamics: Deterministic Chaos, the Szilard Map, and the Intelligence of Thermodynamic Systems [J].
Boyd, Alexander B. ;
Crutchfield, James P. .
PHYSICAL REVIEW LETTERS, 2016, 116 (19)
[7]   Innovation and robustness in complex regulatory gene networks [J].
Ciliberti, S. ;
Martin, O. C. ;
Wagner, A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (34) :13591-13596
[8]   Semantic closure demonstrated by the evolution of a universal constructor architecture in an artificial chemistry [J].
Clark, Edward B. ;
Hickinbotham, Simon J. ;
Stepney, Susan .
JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2017, 14 (130)
[9]  
Cook M., 2004, COMPLEX SYST, V15, P1, DOI DOI 10.25088/COMPLEXSYSTEMS.15.1.1
[10]   THE CALCULI OF EMERGENCE - COMPUTATION, DYNAMICS AND INDUCTION [J].
CRUTCHFIELD, JP .
PHYSICA D-NONLINEAR PHENOMENA, 1994, 75 (1-3) :11-54