Titlebook: Unconventional Computation; 7th International Co Cristian S. Calude,José Félix Costa,Grzegorz Rozen Conference proceedings 2008 The Editor(

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From Gene Regulation to Stochastic Fusionhastic labelled transition system where the evolution of a system is driven by probability distributions, then we analyse the stochastic distribution of the synchronization between interacting processes. Finally we define and study a stochastic hyperequivalence, and present an axiomatic system for it.

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The Role of Conceptual Structure in Designing Cellular Automata to Perform Collective Computationwn to perform the DCT in two dimensions. Finally, we investigate the more general problem of assessing how different learning strategies (based on evolution and coevolution, with and without spatial distribution), previously compared by [2], are suited to exploit conceptual structure in learning CAs to perform collective computation.

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0302-9743 ypical topics are: natural computing including quantum, cellular, molecular, neural and evolutionary computing, chaos and dynamical system-based computing, and various proposals for computations that go beyond the Turing model.978-3-540-85193-6978-3-540-85194-3Series ISSN 0302-9743 Series E-ISSN 1611-3349

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0302-9743 ustria, in August 2008. The 16 revised full papers presented together with 4 invited papers were carefully reviewed and selected for inclusion in the book. The papers are devoted to all aspects of unconventional computation ranging from theoretical and experimental aspects to various applications. T

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