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Sometimes the linear principal component analysis works inadequately when the data are nonlinear. In this paper, a new nonlinear analytic method, principal curve component analysis (PC~2A) is proposed.

对线性数据，PCA能保证降维后信息损失最小；然而，对占多数的非线性数据，这种线性分析方法受到较大的限制，用它分析数据可能会造成大量信息丢失。

By Archetype Theory of Analytical Psychology,the present paper firstly analyzes the typical images in both Faulkner and Shen Congwen's works.

一、引言传统存在于人思想的深层结构中，决定着其思维方式和对待生活、对待世界的基本态度，影响其思想和言行[1]。

It finds out the condition of old people's toilet and their requirement of toilet by scientific survey and proper data analysis. Adopting the basic theory of architectonics, environment behavior science, somatology, gerontics, other related theory and research works, the paper is in search of the design model and quantitive standard of the house toilet environment that are suitable for the old people in different city and also present reasonable and feasible scheme for the rebuild and design of toilet to solve existent problem.

通过科学的实际调查和合理的数据分析，切实了解广大老年人的卫生间状况和他们对卫生间的具体需求，从建筑学、环境行为学、人体工程学以及老年学的基本理论出发，结合其它相关理论和已有研究成果，系统性地探寻适应不同城市老年人需要的住宅卫生间环境的设计模式、量化标准，并针对存在的问题对卫生间的改造和设计提出合理、可行的方案。

Moreover, the paper also probed the "artificialness" and "double-side" of her works by combining the indissoluble bond with classic literature since her childhood and the art world introduced by it.

另外，从圆地从小与古典结下的不解之缘及由其引入的古典的艺术世界来看圆地文学的"人工性"和"两面性"。

The paper are consisted of four chapters as follows: In the first chapter, the background and significance of the task from the practical and theoretical viewpoints were discussed. Through comparing and referring the related works.

本文的工作主要按照以下四个章节来展开：第一章从理论和实际应用的角度论述了课题研究的背景和意义，对等离子体脱硝理论和应用的研究和发展动态进行了系统地综述，在比较和借鉴相关领域的研究工作的基础上，提出了本文的研究内容。

The present paper interprets Sherwood Anderson's fiction from the perspective of Bildungsroman to try to get new understanding of his works of art.

本文从成长小说的角度来分析舍伍德·安德森的长篇和短篇小说，希望能够对他作品的理解有所突破。

Based on the works of predecessors,in this paper,we introduce a continuous-state compound binomial ruin model.

本文在前人工作的基础上，考虑了状态空间连续的复合二项风险模型。

Second, according to model characteristic, such as non-linear, non-convex, multiple-peaked and so on, the paper discusses limitation of traditional solving algorithm, such as branch and bound method, GBD method and OA method, puts forward penalty function-makeup integer algorithm and genetic algorithm, analyses procedures of genetic algorithm, such as selection, crossover and mutation, brings forward modifications for specific realized problems of genetic algorithm, such as selection of initial points, operator design, adoptive value adjustment, constraint treatment and so on, and works out correlated solving program.

其次针对该模型非线性、非凸、多峰等特点，讨论了分支定界法、GBD法和OA法等传统求解算法的局限性，提出了罚函数一凑整算法和遗传算法的求解思路，对遗传算法的选择、交叉、变异等过程进行分析，对遗传算法初始点选择、算子设计、适应值调整和约束处理等具体实现问题提出了改进措施，并编制了相关的求解程序。

The main works in this paper are considered:(1) Analysis of the bullwhip effect problem in supply chain.

本文在综述国内外文献的基础上，对供应链系统中牛鞭效应问题与控制方法进行深入细致的分析与研究。

In this paper we have analyzed the dynamics and works of this kind of roller and established the simulation model of virtual prototyping busing the software ADAMS.

首先对压路机进行了力学和工作状态的分析，并利用ADAMS软件进行了虚拟样机的建模和仿真。

This paper discusses design and realizable methods of remote test output interface from logical design angle.

本文从逻辑设计的角度讨论遥测输出接口的设计及实现方法。

This also 星体投射plies to buildings, structures and geological features.

这也适用于建筑物和地质特征。