Advances in Artificial Life. Darwin Meets von Neumann: 10th - download pdf or read online

By Shelly X. Wu, Wolfgang Banzhaf (auth.), George Kampis, István Karsai, Eörs Szathmáry (eds.)

ISBN-10: 3642213146

ISBN-13: 9783642213144

The two-volume set LNAI 5777 and LNAI 5778 constitutes the completely refereed post-conference court cases of the tenth ecu convention, ECAl 2009, held in Budapest, Hungary, in September 2009. The 141 revised complete papers provided have been rigorously reviewed and chosen from161 submissions. The papers are equipped in topical sections on evolutionary developmental biology and undefined, evolutionary robotics, protocells and prebiotic chemistry, platforms biology, synthetic chemistry and neuroscience, staff choice, ecosystems and evolution, algorithms and evolutionary computation, philosophy and humanities, optimization, motion, and agent connectivity, and swarm intelligence.

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Additional info for Advances in Artificial Life. Darwin Meets von Neumann: 10th European Conference, ECAL 2009, Budapest, Hungary, September 13-16, 2009, Revised Selected Papers, Part II

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Behavioral Analysis. To better understand how 4 2 4 2 4 group selection maintained diversity of all five logic tasks in the previous treatment, we analyzed 3 4 2 4 3 one deme from the end of a trial where all tasks 1 2 3 1 4 had equivalent rewards. This deme had 18 unique genotypes. After we put the deme through a period 1 3 5 3 1 of 100 updates without mutations, an ecological pe2 2 3 5 4 riod, the deme maintained all 5 tasks and had 6 different genotypes. Figure 4 provides a graphical depiction of the genotype (shading) and phenotype Fig.

Change in size of basins of attraction for different attractor classes over evolutionary time: Shades indicate attractor classes grouped by energy values. ‘correct’ associations no associations ‘incorrect’ associations Fig. 5. Evolved associations. e. 1s with 1s, and 0s with 0s) of the associations between the species i and j (and species i+N and j+N). Left) associations in the main experiment reveal the modularity of the fitness dependencies defined in the energy function. Right) a control experiment fails to separate modules, see text.

We intend to get a better understanding of some of these properties and especially of the evolution of RNA-molecules as well as their effect on the evolution of the entire molecular system. We investigate the constitution of the neutral network and compare our mapping with other artificial approaches using cellular automatons, random boolean networks and others also based on RNA folding. We yield the highest extent, connectivity and evolvability of the underlying neutral network. Further, we successfully apply the mapping in an existing model for the evolution of a ribozyme-catalyzed metabolism.

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Advances in Artificial Life. Darwin Meets von Neumann: 10th European Conference, ECAL 2009, Budapest, Hungary, September 13-16, 2009, Revised Selected Papers, Part II by Shelly X. Wu, Wolfgang Banzhaf (auth.), George Kampis, István Karsai, Eörs Szathmáry (eds.)


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