Lecture4

Post on 07-Jul-2015

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Lecture series by Prof. Takashi Ikegami.

Transcript of Lecture4

Self-Sustainability

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Linear stability

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Structural Stability

cf. T  Chaos3

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Homeochaos

K. Kaneko and T. Ikegami," Homeochaos: Dynamics Stability of a symbiotic network with population dynamics and evolving mutation rates" Physica 56 D (1992) , 406-429

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W.Ross Ashby’s Ultastability!

Ashby was mainly concerned with homeostasis. He thought life’s adaptive behavior is only an outcome of homeostatic property.

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Homeostat designed by W. Ross Ashby in 1948

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W.R.Ashby’s note “Design for Brain”

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He defined Gaia as: complex entity involving the Earth's biosphere, atmosphere, oceans, and soil; the totality constituting a feedback or cybernetic system which seeks an optimal physical and chemical environment for life on this planet.

Jame Lovelock’s Gaia Hypothesis (1965)

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Does Gaia hypothesis say that the earth itself is teleological?

Is Darwin’s theory incomplete???

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Top plot shows %area covered with daisies, or barren. Bottom plot shows the planetary temperature achieved by daisy feedback (pink) vs. what the temperature would have been if the planet were barren. X-axis is solar luminosity.

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Embodied Daisy World

Ikegami, T and Suzuki, K, From Homeostatic to Homeodynamic Self, BioSystems, 91 (2008) 388-400

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Mind Time Machine

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Automatic Computing Engine by Alan Turing (1946)

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Epsilon-machine (J. Crutchfield)

Edge of Chaos (EOC)

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Adaptability and Homeostasis in the Game of Life interacting withthe evolved Cellular AutomataKeisuke Suzuki and Takashi Ikegami, (in press)

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See many other examples:

Robustness in artificial lifeJ. Biologically Inspired Computation (2010).by E. Silverman and T. Ikegami

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