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Additive Criterion to Evaluate Object Innovation
Lobachevskii Journal of Mathematics Pub Date : 2021-11-01 , DOI: 10.1134/s1995080221110111
V. K. Ivanov 1 , B. V. Palyukh 1 , A. N. Sotnikov 2
Affiliation  

Abstract

The article discusses some aspects of the object descriptions having significant innovation potential. The procedure for selecting such descriptions consists of two consecutive phases. The first phase involves generating effective search queries with a special genetic algorithm. In the second phase, the model developed determines the likely innovativeness of the object. Meanwhile the values of additive selection criteria are calculated. In the latter case, the criterion is the index of innovativeness. The purpose of the article is to justify the additive criterion applicability for calculating the value of the object innovativeness. The article describes general conditions of applying additive evaluation criteria and shows how these conditions are met in the case in question. The analysis of the partial criteria gives grounds to assert their additive independence and, therefore, the correct use of additive n-dimensional utility function. Some additional reasons for applying additive criterion are also given. In general, the article proposes a unified approach to generating global assessment criteria and the relevance of their unified formal structure is shown. Note that earlier the authors proposed a similar approach to the fitness function formation of the genetic algorithm used. Despite the different physical meaning and purpose of the criteria, their relevance to common formal structure is proved.



中文翻译:

评估对象创新的附加标准

摘要

本文讨论了具有重大创新潜力的对象描述的某些方面。选择此类描述的过程包括两个连续的阶段。第一阶段涉及使用特殊的遗传算法生成有效的搜索查询。在第二阶段,开发的模型确定对象可能的创新性。同时计算添加剂选择标准的值。在后一种情况下,标准是创新性的指标。本文的目的是证明附加标准适用于计算对象创新性的价值。该文章描述了应用附加评估标准的一般条件,并说明了在相关案例中如何满足这些条件。对部分标准的分析为断言它们的可加性独立性以及正确使用可加性 n 维效用函数提供了依据。还给出了应用附加标准的一些其他原因。总的来说,本文提出了一种生成全球评估标准的统一方法,并展示了它们统一正式结构的相关性。请注意,早些时候作者提出了一种类似的方法来形成所使用的遗传算法的适应度函数。尽管标准的物理意义和目的不同,但它们与通用形式结构的相关性得到了证明。文章提出了一种生成全球评估标准的统一方法,并展示了它们统一正式结构的相关性。请注意,早些时候作者提出了一种类似的方法来形成所使用的遗传算法的适应度函数。尽管标准的物理意义和目的不同,但它们与通用形式结构的相关性得到了证明。文章提出了一种生成全球评估标准的统一方法,并展示了它们统一正式结构的相关性。请注意,早些时候作者提出了一种类似的方法来形成所使用的遗传算法的适应度函数。尽管标准的物理意义和目的不同,但它们与通用形式结构的相关性得到了证明。

更新日期:2021-11-02
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