Recap Alife 2008 Walter de Back Collegium Budapest Institute for - - PowerPoint PPT Presentation

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Recap Alife 2008 Walter de Back Collegium Budapest Institute for - - PowerPoint PPT Presentation

Recap Alife 2008 Walter de Back Collegium Budapest Institute for Advanced Study Prebiology: Error threshold Eigen, 1971 Hypercycles on a surface Boerlijst, Hogeweg 1991 Metabolic model Czaran, Szathmary 2000 Hypercycles vs. Metabolic model


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Recap Alife 2008

Walter de Back

Collegium Budapest Institute for Advanced Study

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Prebiology: Error threshold

Eigen, 1971

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Hypercycles on a surface

Boerlijst, Hogeweg 1991

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Metabolic model

Czaran, Szathmary 2000

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Hypercycles vs. Metabolic model

n n i i i

x x M

/ 1

) (       = ∏

=

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Genotype - Phenotype

RNA folding

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Neutral networks

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RNA evolution

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RNA evolution

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Cellular Potts model

aka Glazier-Graner-Hogeweg model

  • Two-scale cellular automata model
  • Cell movement / Tissue development by Differential Adhesion

– Free energy bond Jij where i and j are the types of the cells – Sites changes state as to minimize free energy

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Gene regulation (Boolean) network

NK-network:

  • N nodes
  • K connections

Nodes have state 0 or 1 Nodes have logical rules (gates): e.g.

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Gene regulation (Boolean) network

Activation pattern (here: periodic) Sample network

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Evolution of reproductive restraint

Spatial self-structuring => Multi-level selection => Natural selection for less fit individuals

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