Evolving Teams of Predictors with Linear Genetic Programming

This paper applies the evolution of GP teams to different classification and regression problems and compares different methods for combining the outputs of the team programs. These include hybrid approaches where (1) a neural network is used to optimize the weights of programs in a team for a common decision and (2) a realnumbered vector (the representation of evolution strategies) of weights is evolved with each term in parallel. The cooperative team approach results in an improved training and generalization performance compared to the standard GP method. The higher computational overhead of team evolution is counteracted by using a fast variant of linear GP.     

卡通玩具的悦情功能与形象魅力塑造的设计探讨

"悦情"是新时代特征赋予现代玩具的一大主要功能,这一功能对于现代卡通玩具形象设计的标准和方法又提出了新的要求。本文以现代玩具中增长最为迅速的领域——静态卡通玩具形象设计为探讨内容,通过现代卡通玩具的"形象魅力"能给人们带来"悦情"的功能特点,从而提出了现代卡通玩具"形象魅力"塑造的原则——"形神兼备"的观点。并从"表情"、"性格魅力"与"肢体动态"等三个方面来阐述如何达到卡通玩具"形神兼备"的艺术造诣。     

利用客户端脚本实现复合查询的新思路

本文主要针对目前网站上常用的查询系统所存在的某些常见问题而提出了一种新的查询设计思路,这种新的设计思路主要是在客户端利用JavaScript脚本语言对用户设置的查询条件进行预处理,让用户设置的条件以两种形式出现在系统中,一种形式方便方便用户阅读和理解,另一种形式用于真正的数据查询;此外,通过脚本语言将用户设置的查询条件保存于页面上列表中,用户可以随意组合现有的条件形成更为复杂的查询条件;同时用户也可以在列表中随意选择某个条件执行数据查询。     

遗传算法结合蚁群算法电力系统故障浅析

根据蚁群算法与遗传算法的特性,提出了与遗传算法混合的蚁群算法（G3A）：由遗传算法生成初始信息素分布,在蚁群算法寻优中,利用蚁群算法信息素轨迹更新求精确解,保持了遗传算法的全面搜索能力,从而获得在时间效率与精解效率都更优的一种新的启发式方法。     

混凝土新老结合面状态对大坝安全影响分析

混凝土新老坝面结合问题是南水北调丹江口大坝加高工程的主要技术难题之一。目前国内尚无混凝土坝加高的成熟经验和工程实例。新老结合面由于受到外界环境温度年际变化影响、运行期水力劈裂等多因素作用产生开裂,为大坝安全运行带来风险。通过有限元直接反力法计算内力．按重力坝规范方法计算分析1#坝段新老混凝土结合面完好、结合面开裂及结合面开裂进水3种情况下的安全度,并给出了处理建议。     

Multi-objective decision-making methodology to create an optimal design chain partner combination

In today’s highly competitive business environment, many companies adopt the time-to-market strategy to obtain a competitive advantage. To reduce the time and cost of product development and to employ global product development resources, design chain partner evaluation and selection has become a crucial issue. Thus, establishing an optimal design chain partner combination has received significant attention because it has a far-reaching effect on the results of product development. With this perspective, this paper develops an integrated decision-making methodology to assist enterprises as they create an optimal design chain partner combination. First, this study establishes the framework and evaluation models of the criteria for the different roles of design chain partners, including system integration, functional module development and software and component development. Then, this paper applies a weight-restricted DEA (data envelopment analysis) approach to create the models for performance analysis of design chain partners to acquire the performance value of each candidate and select the efficient design chain partners. Moreover, this paper employs the multi-objective performance evaluation model proposed in this paper to analyze the synthesized performance of design chain combinations. Moreover, this research uses a multi-objective genetic algorithm (GA) to search efficiently for the optimal design chain partner combination to minimize product development cost and time and maximize product reliability. Finally, this study employs a derivative new product development project for a digital TV box as a case study to illustrate the efficacy of the proposed methodology.     

适用无线传输的图像ROI提取及优先编码研究

本文采用模板匹配及区域生长相结合的方法提取图像感兴趣区域,所采用的模板是由彩色图像角点构成的特征多边形内角组合而成;采用最大位移法对感兴趣区域进行优先编码.实验结果表明,这种方法能够有效地提取图像感兴趣区域,而且图像感兴趣区域优先编码效果好.     

永磁副励磁机电磁场有限元分析应用

永磁副励磁机是三机无刷励磁汽轮发电机机组的重要组成部分,它承担着给交流无刷励磁机提供励磁电流的任务,因此,它的运行可靠性对整个汽轮发电机组安全运行起着不可或缺的作用．而永磁副励磁机以往设计采用的是电路和磁路相结合的方法,计算精度较差,设计参数与实际产品输出参数差别很大．阐述了我公司运用电磁场有限元分析及场路结合的方法,设计一台永磁副励磁机的过程．     

基于用户关系挖掘的多策略推荐算法

个性化推荐服务为解决网络信息过载问题提供了有效手段。传统的推荐方法大多只关注于如何提高推荐的准确性,而忽略了推荐多样性对用户体验的影响。文章将社会网络用户关系挖掘应用于用户偏好预测及推荐中,提出了一种基于用户关系挖掘的多策略推荐算法。采用信任传播模型挖掘用户间的信任度,计算用户偏好配置文件的余弦相似性获得用户间的相似度,并给出4种将用户信任度、相似度结合的策略,在定义用户偏好预测函数的基础上采用Topn原则为用户给出推荐结果。实验结果表明,文章方法不仅减少了数据稀疏性的影响,而且兼顾了推荐准确性与多样性指标,提高了推荐系统的整体性能。     

超音速电弧喷涂制备铝青铜涂层性能研究

电弧喷涂是重要的热喷涂技术之一,在表面修复和强化方面得到广泛应用.文中采用超音速电弧喷涂技术进行铝青铜涂层制备试验研究.通过涂层性能试验得出结论,超音速电弧喷涂所得涂层较常规电弧喷涂的涂层结合强度高、孔隙率低,能满足大轴承套圈耐磨涂层的使用要求.