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Darwin's magic: Evolutionary computation in nanoscience, bioinformatics and systems biology

机译:达尔文的魔法:纳米科学的进化计算,生物信息学和系统生物学

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In this talk I will overview ten years of research in the application of evolutionary computation ideas in the natural sciences. The talk will take us on a tour that will cover problems in nanoscience, e.g. controlling self-organizing systems, optimizing scanning probe microscopy, etc., problems arising in bioinformatics, such as predicting protein structures and their features, to challenges emerging in systems and synthetic biology. Although the algorithmic solutions involved in these problems are different from each other, at their core, they retain Darwin's wonderful insights. I will conclude the talk by giving a personal view on why EC has been so successful and where, in my mind, the future lies.
机译:在这谈谈中,我将概述十年的研究在自然科学中的进化计算思想中的应用。 谈话将带我们参观,这将涵盖纳米科学的问题,例如, 控制自组织系统,优化扫描探针显微镜等,生物信息学中出现的问题,例如预测蛋白质结构及其特征,以挑战系统和合成生物学的出现挑战。 虽然这些问题所涉及的算法解决方案彼此不同,但他们保留了达尔文的精彩见解。 我将通过对为什么EC这么成功,在我的脑海中,在我的脑海中追求的谎言谎言,我将结束谈判。

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