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Titlebook: Evolvable Systems: From Biology to Hardware; 8th International Co Gregory S. Hornby,Lukáš Sekanina,Pauline C. Haddow Conference proceedings

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Conference proceedings 2008s are organized in topical sections on evolution of analog circuits, evolution of digital circuits, hardware-software codesign and platforms for adaptive systems, evolutionary robotics, development, real-world applications, evolutionary networking, evolvable artificial neural networks, and transistor-level circuit evolution.
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https://doi.org/10.1007/978-3-322-81139-4to changing environments compared with networks evolved solely in simulation. The paper goes on to discuss the suitability of low density FPAA devices for analogue-centric hardware neural network platforms. It concludes by outlining some possible directions which address the observed limitations of using FPAAs for ANNs.
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The Segmental-Transmission-Line: Its Design and Prototype Evaluation wave form on the line by solving a combinatorial explosion problem using genetic algorithm. In our previous papers, we have shown fundamental effectiveness of the STL on the computer simulation already. In this paper, we fabricate an STL prototype using a real PCB and demonstrate its effectiveness based on the prototype.
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Norma Huss,Sandra Schiller,Matthias Schmidtses significantly less fitness evaluations than a standard genetic algorithm on all four tested fitness functions. Positive contribution of each component of the proposed algorithm has been confirmed with a series of supplementary ablation experiments.
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https://doi.org/10.1007/978-3-658-26632-5to be evaluated on the physical system. Features of IDOE are demonstrated by inferring models of a simple hidden system containing geometric shapes that are further optimized according to a target value. Simulated experiments indicate that the fitness of the IDOE approach is generally higher than the average fitness of DOE.
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