综合创新工程方案的遗传算法

A. Andreichikov, Anatoliy A. Zudinov, A. A. Nasyrov, I. S. Kravchuk
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引用次数: 0

摘要

介绍了一种用于合成复合物体的智能系统。该系统基于使用自然进化机制组合元素并选择可行解决方案的方法。一个完整的对象是由一组元素生成的,只有当它们的相互内部需求得到满足时。将专家的知识表示为规则和函数,用于生成对象的描述。最佳解决方案的选择是基于与合成对象应满足的任务相似度的广义度量。该系统允许生成没有内部矛盾和满足外部要求的解决方案。
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Genetic Algoritms for the Synthesis of Innovative Engineering Solutions
An intelligent system for the synthesis of compound objects is described. This system is based on the approach using natural evolution mechanisms to combine elements and to select viable solutions. A complete object is generated from a set of elements only if their mutual internal requirements are satisfied. The knowledge of experts represented as rules and functions is applied to form descriptions of generated objects. Selection of the best solutions is based on the generalized measure of similarity to the task that should be satisfied by the synthesized objects. The system allows the generation of solutions that have no internal contradictions and satisfy external requirements.
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