BP网络及其应用

基函数选取和系数求解是函数逼近中的两个关键问题,目前广泛应用的回归分析或其它映射方法均有局限性。采用人工神经网络中的BP网较好地解决了这两个问题,对理论和实际的数据进行了比较与验证,结果表明.BP网络有助于提高数据处理的可靠性与预测的精度.     

生命物理学研究的新突破

简要介绍了生命科学研究的新突破,包括人类嗅觉谜团被解开,激活自愈机能治疗肝炎,运用基因重组或剔除基因治疗癌症获重大进展等.     

沼气在果菜粮贮藏业上的应用

文中介绍沼气这种新型绿色能源在果菜粮贮藏中的应用情况,详尽描述了其在贮藏果品、蔬菜中的应用过程,文中对其作用的原理和益处也给予了适当介绍。     

Expression and Characterization of HGV E2 cDNA in Pichia pastoris

A 559 base pair fragment of cDNA locating at the putative E2 region of GBV-C/HGV was in-serted into Pichia pastoris expression vector pPICgK in the reading frame of α-factor secreting signal pep-tide. The recombinant expression plasmid pPIC9K-E2 was introduced into P. pastoris GSll5 with electro-poration and recombined with the host genome by homological recombination. The His+Mut+ recombinantyeasts were selected and cultivated in the BMMY medium. After 3 days induction with 0. 5% methanol,the target protein(E2) accumulated up to 30% of total proteins in the supernatant. The expressed E2 pro-tein was proved possessing antigenicity and high specificity with Western blot and ELISA probed with serafrom the immunized rabbits and the patients infected by GBV-C/HGV.     

断裂力学理论及其研究方法在材料学中的应用

综述了断裂力学理论的产生和发展的历史过程及断裂力学理论的主要内容.论述了断裂力学的两大理论线弹性断裂力学理论和弹塑性断裂力学理论的主要内容及其研究方法在材料磨损研究以及估算材料使用条件和安全寿命研究方面取得的成果以及发展水平.     

西酞普兰与舒乐安定治疗广泛性焦虑临床研究对照

目的比较西酞普兰与舒乐安定的抗焦虑效果和副作用.方法符合CCMD-3广泛性焦虑诊断标准60例,随机分为研究组(西酞普兰组)与对照组(舒乐安定组);用汉米尔顿焦虑量表(HAMA)评定症状变化,用TESS评定副反应,疗程6周.结果研究组显效率76.67%,有效率93.33%;对照组显效率73.33%,有效率90.00%,两组疗效无显著差异.研究组副作用有恶心、口干、嗜睡、头痛、便秘,以头痛、呕心、口干为最常见的不良事件.结论西酞普兰治疗广泛性焦虑效果较好,副反应轻.     

森林面积分布系统的最优控制存在性问题

本文研究森林面积分布系统的最优控制问题。本文将林木总和长消率作为控制变量，以“范数最小”来衡量其最优性，利用空间Ｌ＾２（０，Ｔ）Ｔ〉０的自反、光滑和严格凸性，给出了森林面积分布系统最优控制的一个存在性定理。     

可压缩流体网络的建模方法

本文运用网络分析手段,首次提出了任意拓扑结构可压缩流体网络动态特性的建模方法.该方法突破了目前在流体网络分析中普遍采用的“小扰动”线性化处理方法的局限。     

Learning attention-based strategies to cooperate for multi-agent path finding

Multi-agent path finding (MAPF) is a challenging multi-agent systems problem where all agents are required to effectively reach their goals concurrently with not colliding with each other and avoiding obstacles. In MAPF, it is a challenge to effectively express the observation of agents, utilize historical information, and effectively communicate with neighbor agents. To tackle these issues, in this work, we proposed a well-designed model that utilizes the local states of nearby agents and outputs an optimal action for each agent to execute. We build the local observation encoder by using residual attention CNN to extract local observations and use the Transformer architecture to build an interaction layer to combine local observations of agents. With the purpose of overcoming the deficiency of success rate, we also designed a new evaluation index, namely extra time rate (ETR). The experimental results show that our model is superior to most previous models in terms of success rate and ETR. In addition, we also completed the ablation study on the model, and the effectiveness of each component of the model was proved.     

上海市集成电路及机电一体化产品的比较优势研究

本文用一种“节汇成本比较”的方法,对上海市集成电路及机电一体化产品的比较优势进行调查研究,提出了上海市在这两个产品领域发展重点的建议。