Inventive processes in nature: from information origin in chemical evolution to technological exhaustion

Earth Perspectives - Tập 4 - Trang 1-14 - 2017
Aleš Kralj1
1Ljubljana, Slovenia

Tóm tắt

It has been ten years since the 2006 work of Abel and Trevors wherein the cybernetic path of life’s origin was proposed as an alternative to the widely held views of such origin being self-ordering and self-organisation. Cybernetic adaptation is now recognised as a cornerstone of biological and technological evolution and as well as of artificial intelligence (AI) and cognition. It is expected that chemical evolution, preceding biological evolution, will have a cybernetic explanation as well. Among all evolutions, only AI evolutionary computation and cognition are accessible via the scientific method. For biological and technological evolutions, we only have the example of one, while for chemical evolution we have no template at all. The aim of this essay is to look for commonalities in all evolutions and attempt to fill in the missing pieces of the chemical and technological evolutions with knowledge that can be obtained by observing evolutions with a complete record. Types of information – quantum, chemical and functional – are defined, and their roles explained. It is proposed that the temporal survivability of information should be considered as a factor of general evolutionary fitness for all evolutionary adaptations. This study further suggests that because all experimentation spaces are finite they may become exhausted due to convergence towards optimal configurations. Such exhaustion of important experimental areas might reflect the observed decay of technological innovation and economic growth.

Tài liệu tham khảo

Abel DL, Trevors JT (2006) Self-organization vs. self-ordering events in life-origin models. Physics of Life Reviews. doi:10.1016/j.plrev.2006.07.00 An S et al (2014) Experimental test of the quantum Jarzynski equality with a trapped-ion system. Nat Phys 11:193–199 Andrieux D, Gaspard P (2008) Nonequilibrium generation of information in copolymerization processes. Proc Natl Acad Sci U S A 105:9516–9521 Arnoldt H, Strogatz SH, Timme M (2015) Toward the Darwinian transition: switching between distributed and speciated states in a simple model of early life. Phys Rev E 92(052909):1–9 Austin T (2015) Bridging The Moore’s Law Performance Gap with Innovation Scaling. Keynote talk. In: Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering, pp 1–1 Ayres RU, Ayres LW, Warr B (2003) Exergy, power and work in the US economy, 1900–1998. Energy 28:219–273 Bain A (1855) The Senses and the Intellect. Parker, Son, London Balazsi G, Van Oudenaarden A, Collins JJ (2011) Cellular decision making and biological noise: from microbes to mammals. Cell 144:910–925 Baldi G, Harms P (2015) Productivity Growth, Investment, and Secular Stagnation (No. 83). DIW Berlin, German Institute for Economic Research. http://www.diw.de/en/diw_01.c.519231.en/press/diw_roundup/productivity_growth_investment_and_secular_stagnation.html Accessed 5 June 2017 Bedau MA et al (2000) Open problems in artificial life. Artif Life 6:363–376 Bennett CH (1982) The thermodynamics of computation—a review. Int J Theor Phys 21:905–940 Bérut A, Arakelyan A, Petrosyan A, Ciliberto S, Dillenschneider R, Lutz E (2012) Experimental verification of Landauer’s principle linking information and thermodynamics. Nature 483:187–189 Blattner FR et al (1997) The complete genome sequence of Escherichia coli K-12. Science 277:1453–1462 Brillouin L (1953) The negentropy principle of information. J Appl Phys 24:1152–1163 Buchanan M (2015) Innovation slowdown. Nat Phys 11:2 Campbell DT (1960) Blind variation and selective retention in creative thought as in other knowledge processes. Psychol Rev 67:380–400 Chen GQ (2005) Exergy consumption of the Earth. Ecol Model 184:363–380 Chyba CF, Sagan C (1992) Endogenous production, exogenous delivery and impact-shock synthesis of organic molecules: an inventory for the origins of life. Nature 355:125–132 Črepinšek M, Liu S-H, Mernik M (2013) Exploration and exploitation in evolutionary algorithms: a survey. ACM Comput Surv 45:268–308 Crooks GE (1999) Entropy production fluctuation theorem and the nonequilibrium work relation for free energy differences. Phys Rev E 60:2721 Dawkins R (1983) Universal Darwinism. In: Bendall DS (ed) Evolution from molecules to man. Cambridge University Press, New York, pp 403–425 Decraene J, Chandramohan M, Zeng F, Low MYH, Cai W (2011) Evolving Agent-Based Model Structures Using Variable-Length Genomes. In: Proceedings of the Fourth International workshop on Optimisation in Multi-Agent Systems, pp 68–85 Doerr B, Happ E, Klein C (2008) Crossover Can Provably Be Useful in Evolutionary Computation. In: GECCO ‘08 Proceedings of the 10th Annual Conference on Genetic and Evolutionary Computation, pp 539–546 Donoso et al (2014) Foundations of human reasoning in the prefrontal cortex. Science 344:1481–1486. doi:10.1126/science.1252254 Drake JW, Charlesworth B, Charlesworth D, Crow JF (1998) Rates of spontaneous mutation. Genetics 148:1667–1686 Ellis AD, Suibhne NM, Saad D, Payne DN (2016) Communication networks beyond the capacity crunch. Phil Trans R Soc A 374:20150191. doi:10.1098/rsta.2015.0191 England JL (2013) Statistical physics of self-replication. J Chem Phys 139:121923 Esmaeilzadehy H, Blem E, St. Amant R, Sankaralingam K, Burger D (2011) Dark Silicon and The End of Multicore Scaling. In: Proceedings of the 38th annual international symposium on computer architecture, ISCA'11, pp 365–376 Forrest S (1993) Genetic algorithms: principles of natural selection applied to computation. Science 261:872–878 Gladman B, Dones L, Levinson HF, Burns JA (2005) Impact seeding and reseeding in the inner solar system. Astrobiology 5:483–496 Godfrey-Smith P, Sterelny K (2016) Biological Information: The Stanford Encyclopedia of Philosophy (Summer 2016 Edition), Edward N. Zalta (ed.), https://plato.stanford.edu/archives/sum2016/entries/information-biological/ Accessed 31 May 2017 Gordon RJ (2012) Is U.S. Economic Growth Over? Faltering Innovation Confronts the Six Headwinds. In: NBER working paper series, Working Paper 18315 Griffiths PE, Gray RD (1994) Developmental systems and evolutionary explanation. J Phil 91:277–304 Gutowski MW (2005) Biology, Physics, Small Worlds and Genetic Algorithms. Leading Edge Computer Science Research, Nova Science Publishers, Inc. p 165–218 Hilario E, Gogarten JP (1993) Horizontal transfer of ATPase genes--the tree of life becomes a net of life. Bio Systems 31:111–119 Jablonka E (2002) Information: its interpretation, its inheritance, and its sharing. Philos Sci 69:578–605 Jarzynski C (1997) Nonequilibrium equality for free energy differences. Phys Rev Letters 78:2690–2693 Jarzynski C (2011) Equalities and inequalities: Irreversibility and the second law of thermodynamics at the nanoscale. Annu Rev Condens Matter Phys 2:329–335 Joyce GF (2002) Molecular evolution: Booting up life. Nature 420(6913):278–279 Kell DB, Lurie-Luke E (2014) The virtue of innovation: innovation through the lenses of biological evolution. J R Soc Interface 12:20141183 Koff BL (2004) Gas Turbine Technology Evolution: A Designers Perspective. J Propuls Power 20:577–595 Koza JR, Bennett FH III, Stiffelman O (1999) Genetic Programming as a Darwinian Invention Machine. In: Proceedings of the Second European Workshop on Genetic Programming. Springer-Verlag, London, pp 93–108 Kremer M (1993) Population Growth and Technological Change: One Million B.C. to 1990. Q J Econ 108:681–716. doi:10.2307/2118405 Laitner JA (2013) Linking Energy Efficiency to Economic Productivity: Recommendations for Improving the Robustness of the U.S. Economy. In: Report Nr. E13F, American Council for Energy-Efficient Economy Landauer R (1961) Irreversibility and heat generation in the computing process. IBM J Res Dev 5:183–191 Landauer R (1996) The physical nature of information. Phys Lett A 217:188–193 Lazcano A, Miller SL (1996) The origin and early evolution of life: prebiotic chemistry, the pre-RNA world, and time. Cell 85:793–798 Lee SK, Fei Y, Cody GD, Mysen BO (2003) Order and disorder in sodium silicate glasses and melts at 10 GPa. Geophys Res Lett 30:1845 Lee SK, Cody GD, Fei Y, Mysen BO (2004) Nature of polymerization and properties of silicate melts and glasses at high pressure. Geochim Cosmochim Acta 68:4189–4200 Longo G, Miquel P-A, Sonnenschein C, Soto AM (2012) Is information a proper observable for biological organization? Prog Biophys Mol Biol 109:108–114 March JG (1991) Exploration and Exploitation in Organizational Learning. Organ Sci 2:71–87 McKay CP (2014) Requirements and limits for life in the context of exoplanets. Proc Natl Acad Sci U S A 111:12628–12633 McKay CP, Smith HD (2005) Possibilities for methanogenic life in liquid methane on the surface of Titan. Icarus 178:274–276 Mehta R, Zhu R, Cheema A (2012) Is noise always bad? Exploring the effects of ambient noise on creative cognition. J Cons Res 39:784–799 Miller SL, Urey HC (1959) Organic compound synthesis on the primitive Earth Science 130:245–251 Moir HVJ (2012) Empirical evidence on the inventive step. Eur Intellect Prop Rev 35:246–252 Morowitz HJ (1955) Some order-disorder considerations in living systems. Bull Math Biophys 17:81–86 Mysen BO, Richet P (2005) Silicate Glasses and Melts: Properties and Structure. Elsevier, Amsterdam Nelson RR, Winter SG (1982) An Evolutionary Theory of Economic Change. Harvard University Press, Cambridge Niemann HB et al (2010) Composition of Titan's lower atmosphere and simple surface volatiles as measured by the Cassini-Huygens probe gas chromatograph mass spectrometer experiment. J Geophys Res 115:1–22 OECD Triadic patent families 1984–2014 (2017). https://data.oecd.org/rd/triadic-patent-families.htm Accessed 2 June 2017 Prakash S, Dehoust G, Gsell M, Schleicher T, Stamminger R (2016) Einfluss der Nutzungsdauer von Produkten auf ihre Umweltwirkung: Schaffung einer Informationsgrundlage und Entwicklung von Strategien gegen Obsoleszenz. Dessau-Roßlau, Umweltbundesamt Ranjan S, Sasselov DD (2016) Influence of the UV environment on the synthesis of prebiotic molecules. Astrobiology 16:68–88 Rant Z (1956) Exergie, Ein neues Wort für “technische Arbeitsfähigkeit”. Forsch Geb Ingenieurwes 22:36–37 Ruelle D (2017) The origin of life seen from the point of view of non-equilibrium statistical mechanics. arXiv preprint arXiv:1701.08388 Samal JR, Pati AK, Kumar A (2011) Experimental test of the quantum no-hiding theorem. Phys Rev Lett 106:080401 Scannell J, Blanckley A, Boldon H, Warrington B (2012) Diagnosing the decline in pharmaceutical R&D efficiency. Nat Rev Drug Discov 11:191–200 Shannon CE (1948) A mathematical theory of communication. Bell Syst Tech J 27(379–423):623–656 Stoker CR et al (1990) Microbial metabolism of tholin. Icarus 85:241–256 Strobel DF (2010) Molecular hydrogen in Titan’s atmosphere: implications of the measured tropospheric and thermospheric mole fractions. Icarus 208:878–888 Strumsky D, Lobo J (2015) Identifying the sources of technological novelty in the process of invention. Res Policy 44:1445–1461 Szabó P, Scheuring I, Czárán T, Szathmáry E (2002) In silico simulations reveal that replicators with limited dispersal evolve towards higher efficiency and fidelity. Nature 420(6913):340–343 Szilárd L (1929) On the decrease of entropy in a thermodynamic system by the intervention of intelligent beings. Z Phys 53:840–856 Tamburelli IC, Gudipati MS, Lignell A, Jacovi R, Piétri N (2014) Spectroscopic studies of non-volatile residue formed by photochemistry of solid C4N2: a model of condensed aerosol formation on Titan. Icarus 234:81–90 Timeline of historic inventions (2017). https://en.wikipedia.org/wiki/Timeline_of_historic_inventions Accessed 2 June 2017 Total number of patents in force worldwide tops 6 million (2008). Science|Business Publishing Ltd. 2011 http://sciencebusiness.net/news/70341/Total-number-of-patents-in-force-worldwide-tops-6-million Accessed 2 June 2017 Toyabe S, Sagawa T, Ueda M, Muneyuki E, Sano M (2010) Experimental demonstration of information-to-energy conversion and validation of the generalized Jarzynski equality. Nat Phys 6:988–992 Traulsena A, Hauert C, De Silva H, Nowak MA, Sigmund K (2009) Exploration dynamics in evolutionary games. Proc Natl Acad Sci U S A 106:709–712 Tyagi S (2010) E. coli, what a noisy bug. Science 329:518–519 Walker SI, Grover MA, Hud NV (2012) Universal sequence replication, reversible polymerization and early functional biopolymers: a model for the initiation of prebiotic sequence evolution. PLoS One 7:1–12 Wang Y et al (2014) Atomistic insight into viscosity and density of silicate melts under pressure. Nat Commun 5:3241 Warr B, Ayres RU (2012) Useful work and information as drivers of economic growth. Ecol Econ 73:93–102 Woese CR (2002) On the evolution of cells. Proc Natl Acad Sci U S A 99:8742–8747 Wright L (1973) Functions. Phil Review 82:139–168 Yockey HP (2005) Information Theory, Evolution, and the Origin of Life. Cambridge university press, New York Youn H, Strumsky D, Bettencourt LMA, Lobo J (2015) Invention as a combinatorial process: evidence from U.S. patents. J R Soc Interface 12:20150272 Zeilinger A (2005) The message of the quantum. Nature 438:743 Zotov N (2003) Structure of natural volcanic glasses: diffraction versus spectroscopic perspective. J Non-Cryst Solids 323:1–6