Natural or Internal Selection? The Case of Canalization in Complex Evolutionary Systems

Using biological examples and theoretical arguments, the case is presented for extending the notion of natural selection to include internal selection in order to account for the evolution of complex systems. It is suggested that we take into consideration internal factors that arise from the hierarchical dynamics of complex systems. In addition to environmental selection, it is argued, decisive constraints are created by the system itself. Canalization is shown to be an indispensable ingredient for evolutionary processes in both biological and artificial complex systems. In artificial life systems canalization is not only an instrument for controlling complexity, it also increases the speed and stability of evolutionary processes.

[1]  S. Counce.  The Strategy of the Genes , 1958, The Yale Journal of Biology and Medicine.

[2]  Leslie G. Valiant,et al.  Evolvability , 2009, JACM.

[3]  C. W. Harper,et al.  Order in living organisms : a systems analysis of evolution , 1980 .

[4]  H. Muller.  Some Genetic Aspects of Sex , 1932, The American Naturalist.

[5]  W. Fontana.  Modelling 'evo-devo' with RNA. , 2002, BioEssays : news and reviews in molecular, cellular and developmental biology.

[6]  HERBERT A. SIMON,et al.  The Architecture of Complexity , 1991 .

[7]  Stuart A. Kauffman,et al.  The origins of order , 1993 .

[8]  F. Galis,et al.  Why do almost all mammals have seven cervical vertebrae? Developmental constraints, Hox genes, and cancer. , 1999, The Journal of experimental zoology.

[9]  Robert T. Pennock,et al.  The evolutionary origin of complex features , 2003, Nature.

[10]  Franz M. Wuketits.  The philosophy of evolution and the myth of progress , 1997 .

[11]  G. Wagner,et al.  Is Hsp90 a regulator of evolvability? , 1999, The Journal of experimental zoology.

[12]  D. Campbell.  Blind variation and selective retention in creative thought as in other knowledge processes. , 1960, Psychological review.

[13]  Peter J. Angeline,et al.  Genetic programming and emergent intelligence , 1994 .

[14]  B. Goodwin.  How the Leopard Changed Its Spots: The Evolution of Complexity , 1995 .

[15]  S. Gould.  Full House: The Spread of Excellence from Plato to Darwin , 1996 .

[16]  Alexander Riegler.  The goose, the fly, and the submarine navigator: The case for interdisciplinarity in artificial cognition research , 2007 .

[17]  P. Saunders,et al.  On the increase in complexity in evolution. , 1976, Journal of theoretical biology.

[18]  Susan Oyama,et al.  Reply to robert plomin's review of the ontogeny of information , 1988 .

[19]  Jean-Arcady Meyer,et al.  From Animals to Animats: Proceedings of the International Conference on Simulation of Adaptive Behavior (1st) Held in Paris, France on 24-28 September 1990 , 1991 .

[20]  Luc Berthouze,et al.  Adaptivity through physical immaturity , 2002 .

[21]  J. W. McCoy.  Complexity in organic evolution. , 1977, Journal of theoretical biology.

[22]  F. Jacob,et al.  Evolution and tinkering. , 1977, Science.

[23]  W. Arthur.  Why Do Things Become More Complex , 1993 .

[24]  R. Feynman,et al.  The Feynman Lectures on Physics Addison-Wesley Reading , 1963 .

[25]  S. Carroll.  Chance and necessity: the evolution of morphological complexity and diversity , 2001, Nature.

[26]  F. Crick.  Central Dogma of Molecular Biology , 1970, Nature.

[27]  Stewart W. Wilson.  The animat path to AI , 1991 .

[28]  André Ariew,et al.  Innateness Is Canalization: In Defense of a Developmental Account of Innateness , 1999 .

[29]  G. Wagner,et al.  Epistasis and the mutation load: a measurement-theoretical approach. , 2001, Genetics.

[30]  Brian C. Goodwin,et al.  How the Leopard Changed Its Spots , 1995 .

[31]  C Castrodeza.  Evolution, complexity, and fitness. , 1978, Journal of theoretical biology.

[32]  B. Hall,et al.  Modularity and sense organs in the blind cavefish, Astyanax mexicanus , 2006, Evolution & development.

[33]  Wolf-Ernst Reif,et al.  Basic Questions in Paleontology: Geologic Time, Organic Evolution, and Biological Systematics , 1994 .

[34]  A. Luchins.  Mechanization in problem solving: The effect of Einstellung. , 1942 .

[35]  D'arcy W. Thompson.  On growth and form i , 1943 .

[36]  Arantxa Etxeverria.  The Origins of Order , 1993 .

[37]  M. Richardson,et al.  Haeckel's ABC of evolution and development , 2002, Biological reviews of the Cambridge Philosophical Society.

[38]  K. Holsinger.  The neutral theory of molecular evolution , 2004 .

[39]  R. Riedl.  A Systems-Analytical Approach to Macro-Evolutionary Phenomena , 1977, The Quarterly Review of Biology.

[40]  Elliott Sober,et al.  The Nature of Selection , 1984 .

[41]  Alexander Riegler.  Constructivist artificial life: The constructivist-anticipatory principle and functional coupling , 1994 .

[42]  Alexander Riegler,et al.  THE COGNITIVE RATCHET - THE RATCHET EFFECT AS A FUNDAMENTAL PRINCIPLE IN EVOLUTION AND COGNITION , 2001, Cybern. Syst..

[43]  S. Gilbert,et al.  Induction and the origins of developmental genetics. , 1991, Developmental biology.

[44]  S. Gould,et al.  Punctuated equilibria: an alternative to phyletic gradualism , 1972 .

[45]  J. K. Kinnear,et al.  Alternatives in automatic function definition: a comparison of performance , 1994 .

[46]  John Doyle,et al.  Complexity and robustness , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[47]  C. Darwin.  The Origin of Species by Means of Natural Selection, Or, The Preservation of Favoured Races in the Struggle for Life , 1859 .

[48]  J. Elman.  Learning and development in neural networks: the importance of starting small , 1993, Cognition.

[49]  William C. Wimsatt,et al.  Developmental Constraints, Generative Entrenchment, and the Innate-Acquired Distinction , 1986 .

[50]  R. Raff,et al.  Resynthesizing evolutionary and developmental biology. , 1996, Developmental biology.

[51]  G. Wagner,et al.  What is the promise of developmental evolution? Part II: A causal explanation of evolutionary innovations may be impossible. , 2001, The Journal of experimental zoology.

[52]  K. Duncker.  Zur Psychologie des produktiven Denkens , 1936 .

[53]  Russell D. Gray,et al.  Darwinism and developmental systems , 2001 .

[54]  Walter Fontana,et al.  The Topology of the Possible , 2006 .

[55]  P. Schuster,et al.  IR-98-039 / April Continuity in Evolution : On the Nature of Transitions , 1998 .

[56]  D. Lehrman,et al.  Semantic and Conceptual Issues in the Nature-Nurture Problem , 1970 .

[57]  John R. Koza,et al.  Genetic programming - on the programming of computers by means of natural selection , 1993, Complex adaptive systems.

[58]  Alexander Riegler.  Constructivist artificial life , 1994 .

[59]  Jonathan Swift,et al.  Gulliver's travels : an annotated text with critical essays , 1961 .

[60]  J. Pollack,et al.  Coevolving High-Level Representations , 1993 .