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Titlebook: Applications of Evolutionary Computing; EvoWorkshop 2003: Ev Stefano Cagnoni,Colin G. Johnson,Emma Hart Conference proceedings 2003 Springe

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All-Species Living Tree Project,validation consistency (CVC) as a new modeling strategy for use with GP. We review the application of CVC to symbolic discriminant analysis (SDA), a GP-based analytical strategy for mining gene expression patterns in DNA microarray data.
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Discovering Haplotypes in Linkage Disequilibrium Mapping with an Adaptive Genetic Algorithmhe cost of the evaluation computation we parallelize it in a master / slave model. Different combinations of the presented mechanisms are tested on real data and compared in term of robustness and computation cost. We show that the most complete strategy is able to find the best solutions and is the most robust.
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A Kinase Anchoring Protein 150 (AKAP150)essful transformations is explained. Using penalty functions to manage the constraints was investigated but gave poor results. The techniques described can be used as constraint-handling method for a wide range of constrained optimisations.
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Gene Network Reconstruction Using a Distributed Genetic Algorithm with a Backprop Local Searchfer gene networks that fit test data closely. Evaluating the biological accuracy of predicted networks from currently available test data is not possible. The best that can be achieved is to produce a set of possible networks to pass to a biologist for experimental verification.
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