演算

This thesis improves Extended Duration Calculus so that discrete state variables can be arbitrary types and any Boolean typed terms can be seen as formulas.

本文改进了扩展的延时演算，使得离散状态变量可以是任意类型，并将任何布尔类型的项作为公式，增加了灵活性和表达性。

The Group Method of Data Handling method can be easily applied in practice since it can develop an effective discriminant function.

因此，本研究应用自主性演算法发展出一套多阶段风险评估模型，然后根据各阶段的判别结果，判定借款企业之风险等级与制定放款策略。

A new complete disjunctive normal form, which is in the sense of equivalence, to an extension system of medium logical proposition calculus MP is defined and the theorem of its existence and uniqueness is established and proved.

讨论中介逻辑命题演算扩张系统MP＊中在等值意义下的完全析取范式的存在性和唯一性。引入MP＊中等值全析范式的概念，并用分步构造法证明这种范式在等值意义下是存在的，且是唯一的。

In such doing, this dissertation serves as a step stone for papers of its counterparts to come, and, more importantly, it proposes a strategic alternative to the realization of models for image processing. This dissertation consists of three major parts. In the first part, detailed discussions and delicate analyses of academic papers on Cellular Neural Network will be provided in the hope of helping us see the potentiality of Cellular Neural Network in the applications of image processing. I will focus on the aforementioned limitations on hardware compilation as well. In the second part, I will put forth "texture analysis" as one basic model of analysis when we apply Cellular Neural Network to image processing. In this so-called texture analysis, a useful "spatial feature" is especially drawn to help us overcome possible problems of more complicated Cellular Neural Network applications in image processing."Spatial feature" also serves as a well-functioning mechanism for technology of image identification. In the last part of this thesis, I will look into a case study, where Cellular Neural Network is applied to help de-screen document image. Using it as an example, we will see how algorithms of Cellular Neural Network may be of marvelous use in applications in document image processing, since it would reduce a great deal of calculation and computation when applied to software compilation, yet opens up unlimited possibilities for higher-speed hardware compilation of high-level image processing.

这篇论文主要可以分为三大部分：在第一部份里，我们会详细地说明并讨论在过去到现在大部分将分子类神经网路应用於影像处理的相关文献及未来所有可能的发展和技术，另外也将分子类神经网路作一完整的介绍，除此之外，我们也会特别著重於分子类神经网路在影像处理相关应用理论的讨论以及其硬体实现化的考量；在第二部分里，我们提出了一个将分子类神经网路应用於影像辨识处理的基础分析—纹路分析，这是由於纹路分析的复杂性和普遍性会使得分子类神经网路於高阶影像处理的应用不会只局限在单一的影像处理技术，其中我们也提出了一个相当有用的空间特徵，此一特徵不但可以使复杂地高阶影像处理能够应用分子类神经网路，也为影像辨识技术提供了一个很好的辨识机制；在最后一部分里，我们也将文件影像分析做了一个完整的剖析，并以文件影像的去网点为例来说明在实际情况下的分子类神经网路的应用，如此演算法的开发也为文件影像处理提供了更多实际的应用，更考量了文件影像处理若以软体实现时的计算量负荷，而对未来高阶数位影像处理能够以硬体实现来提高处理速度提供了无限的可能。

The younghood is a period full of dysphoria, but I got no desirable comprehension and guidance from them. What echoed in my mind was their warnings that my future would be decided by the Entrance Examination For College and I should study hard for a better future. In their eyes, I was an obedient son. Without any helpful hobbies I only knew how to learn and do exercises of each subject. Actually, I became a good test-taker with a great deal of test-oriented data in my mind.

青春期是一生中最烦躁不安和痛苦不堪的时期，但却得不到相应的理解和指导，整天听到最多的是前途在于高考，要好好用功呀，我是个听话的孩子，除了学习和演算习题没有什么特别的兴趣爱好，当初我竟成了一个比较成功的考试机器，我的头脑全被一些应试资料充斥，应付考试不成问题，经常得第一名，但有什么用呢？

A genetic algorithm, embedded with EDD dispatching rule, is developed for making the two decisions.

以基因演算法搭配最早到期日为派工法则下，发展出作此二种决策的方法。

This thesis presents the algorithm optimization and efficient 16-bit fixed point DSP implementation of MP3 encoding and decoding algorithms.

这篇论文提出一套MP3编解码的最佳化演算法及有效的16位元定点DSP实现。

Finally, gene algorithm is considered to further select a subset of extracted eigenvectors from the set of eigenvectors that have larger correspondent eigenvalues. A projected eigenspace with optimized recognition rate can be generated for face recognition.

最后讨论以GA寻优演算法寻找对脸部辨识有最佳效果的特徵向量子集合并依此子集合组成低维度的特徵空间。

The proposed improved genetic algorithm can achieve global search with migration and keep the best individual with elitism operation.

具有迁移作用的改良型基因演算法不但可以做到全域搜寻，还可以精英主义的概念取得最佳的个体。

English Description The Machine Learning course is to introduce and study the machine learning concepts, algorithms, application methodologies and its applications on engineering and management. The course encompasses the following topics.

Chinese Description 本课程的主要目的在研习机器学习的基本概念、执行演算法、应用方法与其在工程与管理上之应用，课程内容包括： 1。

But we don't care about Battlegrounds.

但我们并不在乎沙场中的显露。

Ah! don't mention it, the butcher's shop is a horror.

啊！不用提了。提到肉，真是糟透了。