Wide Range Application of Status Evaluation Function

本研究的主要和最终目标是通过学习自动构建评价器，通过学习整合状态评估，形成概念，创建高效的评价器。组件研究的主要成果如下：1.组件研究。评估功能的自动构建评估功能是在没有人工准备的情况下，仅根据目标领域的基本规则和框架构建的。这种结构的基本部分是自动创建用于状态评估的简单数据集，然后根据数据的适当性进行选择。施工过程加快了100,000倍，实现了多次评估迭代。通过对海量数据的分析，得到了精确的状态评估函数。概念形成和结构分析基于简单分段状态集之间定义的偏序，研究了伽罗华格的结构，作为概念的框架。本研究还对现实世界中常见的半结构化数据进行了研究。通过分析方法，可以从这种“无序结构”中提取出“摘要结构”。反射和方面在本研究的目标系统中，许多用于状态评估的软件代理都是用反射的方法来准备的。预计这些代理将在参考概念数据库的实际评估中采取最佳行动。在本研究中，研究了面向方面编程的类间函数增量框架。在支持方面取得了一些成果。给出了面向方面编程的体系结构和理论框架。

The main and final target of this research is the automatic construction of evaluators by learning, integrating state evaluation by learning, concept formation, and creation of efficient evaluators. Main results of the component researches follow.1. Automatic construction of evaluation functionsThe evaluation functions are constructed, without human preparation, only from the basic rules and framework of the target field. The essential part of this construction is the automatic creation of simple data sets for state evaluation, followed by the selection based on the appropriateness of the data. Construction process is speed-up by the factor of 100,000, enabling many iteration of evaluation. Precise evaluation functions are obtained by the analysis of bulk data for states evaluation.2. Concept formation and structure analysisThe structure of Galois lattices, based on a partial order defined among the set of simple piecewise statuses, is studied as a framework of concepts. In this research, semistructured data, frequently found in the real world, is also studied. The "summary structure" can be extracted from such "non-well ordered structure" by an analytical method.3. Reflection and aspectsIn the target system of this research, a lot of software agents for state evaluation are to be prepared by the method of reflection. These agents are expected to act optimally in the real evaluation referring the concept database. In this research, the framework of aspect oriented programming is studied for interclass function increments. Some results in support. systems and theoretical framework in aspect oriented programming are obtained.