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Evolved neural systems with unit breeding. Principles of development

机译:具有单位育种的神经系统。发展原则

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An approach to evolved neural systems is presented which, although preliminary in nature appears to be able to give a number of advantages over other approaches. The main feature of the approach is evolution under influence of environment. Additionally the more exact simulation of biological evolution is provided. Other features are the continual learning during functioning through self-refinement and self-adjustment and the rules for unsupervised termination of a system existence in the case of its incompetence. The proposition of classification is given for evolved neural systems developed with the presented approach. Two classes of evolved neural system are defined. The first class is the original method of use of genetic algorithm principles to evolution of neural system. The second one is the simulation of evolution of the natural nervous systems.
机译:提出了一种进化神经系统的方法,虽然性质初步似乎能够提供与其他方法的许多优点。该方法的主要特征是环境影响的进化。另外,提供了更精确的生物进化模拟。其他特征是通过自我细化和自我调整和自我调整的运作过程中的持续学习,以及在其无能的情况下的系统存在的无监督终止的规则。给出了分类的提议,用于采用所提出的方法开发的进化神经系统。定义了两类进化神经系统。第一类是使用遗传算法原理与神经系统演化的原始方法。第二个是模拟天然神经系统的演变。

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