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Self-Sustainability



                      1
Linear stability




                   2
3
Structural Stability

        3
cf. T       Chaos


                       4
5
6
7
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




                                                                                      8
Ashby was mainly concerned with homeostasis. He
thought life’s adaptive behavior is only an outcome of
homeostatic property.




             W.Ross Ashby’s
             Ultastability!


                                                         9
Homeostat designed
by W. Ross Ashby in 1948




                           10
W.R.Ashby’s note “Design for Brain”
                                      11
The homeostatic network code is based on C code by Alice
Eldridge (University of Sussex). Many of the initial parameter settings came
out of Alice's experiments with homeostatic music, for example fond
punctions. See www.ecila.org for more information about Alice's projects
(there are some samples of sonified homeostats in her 'academic' section).

The user interface was built using John Beech's MyGUI class: http://
www.mkv25.net/MyGUI/doc/.
The code was written in Processing.


                                                                               12
Jame Lovelock’s Gaia Hypothesis (1965)




 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.




                                                         13
Does Gaia hypothesis say that the earth itself is
teleological?

Is Darwin’s theory incomplete???




                                                    14
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.


                                                                                                15
Embodied Daisy World


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


                                                                   16
Mind Time Machine




                    17
Automatic Computing Engine
    by Alan Turing (1946)




                             18
Edge of Chaos (EOC)




    Epsilon-machine (J. Crutchfield)


                                      19
Adaptability and Homeostasis in the Game of Life interacting with
the evolved Cellular Automata
Keisuke Suzuki and Takashi Ikegami, (in press)




                                                                    20
21
22
See many other
examples:

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




                                               23

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Lecture4

  • 3. 3
  • 4. Structural Stability 3 cf. T Chaos 4
  • 5. 5
  • 6. 6
  • 7. 7
  • 8. 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 8
  • 9. Ashby was mainly concerned with homeostasis. He thought life’s adaptive behavior is only an outcome of homeostatic property. W.Ross Ashby’s Ultastability! 9
  • 10. Homeostat designed by W. Ross Ashby in 1948 10
  • 11. W.R.Ashby’s note “Design for Brain” 11
  • 12. The homeostatic network code is based on C code by Alice Eldridge (University of Sussex). Many of the initial parameter settings came out of Alice's experiments with homeostatic music, for example fond punctions. See www.ecila.org for more information about Alice's projects (there are some samples of sonified homeostats in her 'academic' section). The user interface was built using John Beech's MyGUI class: http:// www.mkv25.net/MyGUI/doc/. The code was written in Processing. 12
  • 13. Jame Lovelock’s Gaia Hypothesis (1965) 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. 13
  • 14. Does Gaia hypothesis say that the earth itself is teleological? Is Darwin’s theory incomplete??? 14
  • 15. 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. 15
  • 16. Embodied Daisy World Ikegami, T and Suzuki, K, From Homeostatic to Homeodynamic Self, BioSystems, 91 (2008) 388-400 16
  • 18. Automatic Computing Engine by Alan Turing (1946) 18
  • 19. Edge of Chaos (EOC) Epsilon-machine (J. Crutchfield) 19
  • 20. Adaptability and Homeostasis in the Game of Life interacting with the evolved Cellular Automata Keisuke Suzuki and Takashi Ikegami, (in press) 20
  • 21. 21
  • 22. 22
  • 23. See many other examples: Robustness in artificial life J. Biologically Inspired Computation (2010). by E. Silverman and T. Ikegami 23