1. The thesis discusses wind turbine system`s PID control strategies design based on genetic algorithm, and applied the superconducting magnetic energy storage to the MW scale wind power pitch regulation system. The MATLAB simulation results of the controller show the validity and. it can improve the stability of the output voltage and frequency.    本文应用基于遗传算法的自适应PID 控制策略，并将 SMES单元应用到兆瓦级并网型风力发电系统的变桨控制，借助于MATLAB 软件包设计控制器，仿真结果表明了算法的有效性，可显著改善风电系统输出的电压、频率的稳定性。

2. A new algorithm of fusing MRES into Integral Radiant Energy Signal signals based on Genetic Algorithm was put forward.    以上两种算法都没有考虑如果探头积灰、结焦，将使计算得到的总辐射能失真，失真的辐射能若引入在线控制将给机组安全运行带来隐患。

3. Two optimal principles of sensor placement, Modal Assurance Criterion and Displacement Energy, have been discussed based on the relativity of modes and the displacement energy. Updated cumulative method, which optimize the objective by cumulating directly all the freedoms left by QR decompose according to their contribution to the objective, has been proposed. Reduced Method has been proposed based on the principle of reducing the freedom affecting the objective the most. It is suggested that both optimal result and economy must be considered in a sensor placement; Applies genetic algorithm to the sensor placement and presents dualistic coding genetic algorithm aiming at restriction problem in genetic operation; Comparing the results getting from partial and global optimal methods proves superiority of genetic algorithm and presents each sensor placement schemes of offshore platforms.    从各阶模态向量的相关性和变形能出发，讨论了模态置信度和变形能两种传感器优化配置的准则；在原有基于QR分解的逐步累积法基础上，提出了修正的逐步累积法，直接将所有QR分解后的剩余自由度按照对目标函数贡献最大既累积的原则进行优化，得到了较好的优化效果；基于逐一削去能使目标函数减小最快的自由度的原则，提出了逐步削减法，并指出传感器优化配置必须结合经济和优化效果两方面考虑；将遗传算法应用于传感器优化配置，针对遗传操作中出现的约束条件的满足问题，提出二重结构编码遗传算法，并将局部优化方法和全局优化方法所得结果作了比较，证明了遗传算法的优越性；给出各种情况下海洋平台模态试验中的传感器配置方案。

4. To understand why the DNA is inevitably chosen by the nature as the genetic material during the course of the formation and evolution of life, in this article, the free energy of the dissociated basic group, nucleoside, nucleotide, polynucleotide and their complementary compounds was simulated and calculated by means of thermodynamics.    为了解生命形成、进化过程中大自然选择DNA作为遗传物质的必然性，从热力学角度模拟和计算了游离碱基、核苷、核苷酸、多核苷酸及它们的互补体能量大小。

5. Genetic Energy的意思

5. An instantaneous optimal semi-active control method is put forward. Combined sliding mode control with lyapunov's stability theory, the control weights matrix, which can minimize structural instantaneous energy, is designed. Simulation and shaking table test is conducted to validated the method's effectiveness. To solve combination explosion of controlled structural state encountered in high-rise building control, the semi-active control strategy, which can drive structural state point to reach the sliding mode switching band, is designed by using sliding mode control theory, and genetic algorithm is used to find the optimal semi-active switching to drive the structural state point to sliding mode switching band at prestissimo speed.    提出了一种瞬时最优半主动结构控制方法，利用滑模变结构控制理论和Lyapunov稳定性理论设计使结构瞬时能量最小的半主动控制权矩阵，仿真实例和振动台试验验证了本文所提方法的有效性和实用性；为解决在高层建筑半主动控制中半主动控制器状态组合爆炸的问题，利用滑模变结构控制理论设计在Lapunov稳定意义下使结构在运动状态空间中任一相点于以最快速率到达滑模切换带的半主动控制策略，并用遗传算法找出了最快到达滑模切换带的半主动控制切换组合。

6. Firstly, some major algorithms and theories for RNA secondary structure prediction are introduced in this dissertation, they include the methods based on thermodynamic energy minimization principle(such as Zuker`s mfold mehod, Genetic simulated annealing algorithm, Hopfield network method, and Immune particle swarm algorithm), phylogenetic comparative methods(covariance mutation prediction model, stochastic context free grammar algorithm), and classification method with BP neural network.    通过对基于热力学的预测方法(包括Zuker的最小自由能算法、遗传模拟退火算法、Hopfield神经网络方法、免疫粒子群算法)和比较序列分析方法(协同变异预测模型、随机上下文无关语法预测)以及基于机器学习的分类预测方法的分析，对这些算法存在的优缺点进行了比较研究，总结出了RNA结构预测方法发展的趋势和要求，为本文的预测算法奠定了理论和实验基础。

7. Aiming at the problem which is the robustness and inaudibility of the digital audio watermark is limited for each other, so an optimization watermarking method based on Genetic Algorithm which to compute the best energy quickly is proposed in this paper.    2针对数字音频水印的鲁棒性和不可感知性两者之间是相互制约问题，提出一种采用遗传算法(Genetic Algorithms，GA)来解决最优嵌入能量的优化水印方案。

8. A novel adaptive data fusion routing algorithm based on genetic algorithm is proposed in order to solve the problem of mobile agent collecting correlated data with energy validity.    摘要针对移动代理以能量有效的方式收集相关性数据的问题，该文提出了一种新的基于遗传算法的自适应数据融合路由算法。

9. Besides, HIF-1 can quickly induce a lot of expressions and the adjustment of anoxia-induced genes, so as to enhance the hypoxia-induced genetic transcription and increase the expressions, and engender physiological effects, such as adjusting the transcription of EPO genes to increase their production, thereby the red blood cells quantity is enlarged, which strengthens the ability of oxygen transportation and mitigates anoxia; adjusting VEGF genetic transcription to engender more blood capillaries, consequently the transportation and supply of oxygen and substance of energy source are strengthened; adjusting the glycolytic enzyme to enhance glycolysis ability under anoxemia condition and increase energy supply; functioning on HO-1 genes in vascular smooth muscle cells to produce HO-1, which can engender NO and CO as pneumatic signal molecules to activate the guanylate cyclases, thus CGMP level is improved to make the vascular smooth muscles chalasia, to restrain platelet agglutination, so that theblood flow and vascular permeability are increased, and the anoxic tissues obtain ample oxygen supply, etc..    在低氧环境中，HIF-1可以被很快诱导大量表达并介导低氧诱导基因的调控，使低氧诱导基因转录增强，表达产物增多，产生生理效应。

10. These beings not only stripped Earth and all species over time of grid work, moving energy flow such as chakras and kundahlini or sexual energy, along with genetic information.    这些存有们随时间不仅剥夺了地球和所有物种的晶格层、运转的能量系统例如脉轮和昆达里尼及性能量，还有基因信息。

11. Pro-opiomelanocortin plays an important role on animal ingestive behavior and energy homeostasis. Genetic variation of POMC was detected by PCR-SSCP and DNA sequencing techniques in 480 individuals from seven cattle breeds (i. e., Qinchuan, Nanyang, Jiaxian Red cattle, Jinnan, Luxi, Angus, and Chinese Holstein), and association analyses were carried out to evaluate the effects of genotypes of the candidate genes on growth traits in Nanyang cattle.      为研究阿片黑皮质素前体在动物采食和能量平衡调控中发挥重要作用，文章采用PCR-SSCP结合DNA测序方法，对秦川牛、南阳牛、郏县红牛、晋南牛、鲁西牛、安格斯牛和荷斯坦奶牛共计480头个体POMC基因的多态性进行研究，并分析了多态位点与南阳牛生长性状的相关性。

12. I'll return to China and intend to spend all my energy in genetic engineering.      我将回国，把我全部的精力投入到遗传工程上。

13. The performance simulating in time domain and open loop step experiment of pump-motor speed governing system with inverter are made. The energy consumption analysis and experiment of the two systems, which are pump-control-motor speed governing system with inverter and hydraulic speed governing system with inlet throttle, are given. Software direct compensating motor speed loss of open loop pump-control-motor speed governing system with inverter is studied deeply in theory and experiment. The applications of fuzzy control, single neuron control and genetic algorithm in pump-control-motor speed governing system with inverter are studied, and some useful conclusions are obtained. Concretely, the dissertation's main contributions are as follows.      所进行的主要研究工作如下：对主要参数对变频泵控马达调速系统的性能影响进行了时域仿真分析和开环阶跃响应实验研究；对变频泵控马达调速系统和进口节流阀控马达调速系统进行了能耗分析和对比实验研究；对软件直接补偿开环变频泵控马达调速系统的马达转速降落进行了理论分析和实验研究；对变频泵控马达调速系统进行了复合补偿控制实验研究；研究了模糊控制、单神经元控制和遗传算法在变频泵控马达调速系统中的应用，均得到了有益的结论。

14. If the purchase of equipment units: China University of Petroleum, Beijing university, Qinghua University, Shandong University, Shandong Agricultural University, Hebei Agricultural University, Shanghai Medical University, Medical University, Nanjing University, Wuhan Institute of Chemical Technology, Wuhan Institute of Biological Engineering, School of Pharmacy, Guangdong, Shanxi Normal University, the Yangtze River College, the University of Guangdong, Hunan Agricultural University, Jilin Agricultural University. Wuhan Polytechnic University, the Institute of the PLA General Logistics Department, construction, Beijing Friendship Hospital, Xiamen Universitythe Food Project Biological Sciences, the South University, Xiamen University, Zhongshan Hospital, the first hospital in Yichang, CAS Lanzhou Institute of Chemical Physics, Chinese Atomic Energy Institute, the Research Institute of Non-metallic Minerals Suzhou, Xinjiang-based natural purification of high-tech 52.9 points, Tianjin Chemical Engineering ResearchDesign Institute, Heilongjiang Province Chemical Research Institute, Nanjing Research Institute blueprint, the Hainan Provincial Drug Institute, the Guangdong Provincial Institute of Paper, the Hunan Institute of Paper Limited, Chongqing, a Ping lubricants Company Ltd., Lung chemical Heyzer, Guangzhou Wen Sheng chemical, Chongqing Yu-Hsin Group, Guangzhou up white groups, His group Xiamen, Xuzhou TU China Pharmaceutical Group, the Group of Friends of Kunming, China, Kangenbei Group, Sichuan Diao Pharmaceutical Group, Yangtze River Pharmacy Group, Xinyi Group new materials branch, Dagang Oilfield Group, the shares of companies in Zhejiang Xinchang medicine manufacturers, Xianju Pharmaceutical Factory, Zhejiang Chun-yuan medicine, Zhejiang benefits - medicine, Luen Shing Group Guizhou medicineliving in East China stem cell genetic engineering, About Zhejiang Pharmaceutical Group, Duke Shuanghe new medicine, integrated medicine, Hsinyi medicine, medicine, both Kyrgyzstan, Shanghai-based medicine, Henan Friends Pharmaceutical Co., Sanjiu Pharmaceutical Co., Jinweipijiu, Golden Lion beer, Yanjing beer, pattering Quanpijiu. Qingdao Beer Co., Ltd.(2 Depot, the four branch) Shanghai blossom new materials technology company Shenzhen supreme source of new material technology development company, Hebei Changshan biochemical medicine, Hebei Weierkang medicineoriental medicine-medicine company, Dongying million in the plant protein technology companies, Shandong Co. oil Yuwang protein branches Ruirui Group Shandong Gold Wings biotech company, David Yang God marine biotechnology industries, Weihai Rongcheng Lily Biotechnology Limited, Guiyang Sanlian Milk Industry, Sunshine Dairy Zhejiang, Fujian Sanming three Pitt dairy industry, Zhongshan chemical, Nan Tian Chemical, Shanghai Warburg Peacock Flavor Limited, aromatic mixture Co. Ltd., Bio-technology era Ltd., Hong Beihai Park Fruit Juice Ltd., Jiangsu Miki Aloe Company, Fuqing new Daze Spirulina Ltd., Hua Di Group, nano-technology Taoyuan pesticides, kulak Chemical Corporation, Swedish Tetra Pak behalf of the Group of Latin America, Lin Mu food industry groups, Jiekemu Industrial Corporation, Mexican special AI, Shanghai Hubble company, the defendant, the TradeIndustry Co., Ltd., Jiangsu to preserve the building materials industry Ltd., the defendant, Guangzhou Chemical Industry Company, Limited Shanghai Hui adhesive, National starch! Company, Fujian three mountain Starch Co., the Shanghai Warburg Peacock Flavor Limited, Chongqing-indigenous biotechnology companies, the Philippine International pharmaceutical companies, South Korea-Star Corporation, Korea Collier played industries, S. A. R.      如采购设备单位：中国石油大学、北京农学院、清华大学、山东大学、山东农业大学、河北省农业大学、上海医科大学、首都医科大学、南京医科大学、武汉化工学院、武汉生物工程学院、广东药学院、山西师范大学、长江师范学院、广东大学、湖南农大、吉林农大、武汉理工大学、中国人民解放军总后勤部建筑工程研究所、北京友谊医院、厦门大学食品工程，生物科学学院、南方医科大学、厦门大学附属中山医院、宜昌人民第一医院、中国科学院兰州化学物理研究所、中国原子能研究所、苏州非金属矿研究院、新疆中基天然纯化高新技术究所、天津化工研究设计院、黑龙江省化工研究院、南京蓝本科研所、海南省药物研究所、广东省造纸研究所、湖南造纸研究所有限公司、重庆一坪润滑油有限公司、上海泽龙化工、广州文盛化工、重庆钰鑫集团、广州立白集团、厦门古龙集团、徐州恩华药业集团、昆明中友集团、康恩贝集团、四川地奥药业集团、扬子江药业集团、信义集团新材料分公司、大港油田集团、浙江医药股份公司新昌制药厂、仙居制药厂、浙江震元药业、浙江惠松药业、联盛集团贵州药业、协和华东干细胞基因工程、浙江大德药业集团、晋新双鹤药业、集成药业、信谊药业、北京双吉药业、上海双基药业、河南新谊药业股份有限公司、三九医药股份有限公司、金威啤酒、金狮啤酒、燕京啤酒、漓泉啤酒、青岛啤酒股份公司上海展颜新材料科技公司、深圳金刚源新材料科技发展公司、河北常山生化药业、河北维尔康药业、东方药林药业公司、东营万得植物蛋白科技公司、山东禹王实业公司植物油蛋白分公司、瑞睿集团山东金翼生物科技公司、鸿神洋海洋生物科技产业公司、威海荣成百合生物科技有限公司、贵阳三联乳业、浙江阳光乳业、福建三明三碧乳业、中山化工、南平天宇化工、上海华宝孔雀香精香料有限公司、宏芳香料有限公司、时代生物科技有限公司、北海果香园果汁有限公司、江苏三木芦荟有限公司、福清新大泽螺旋藻有限公司、华迪集团、奈米科技桃园农药、富农化工公司、瑞典利乐拉代集团、香港沐林食品工业集团、杰克姆工业公司、艾墨特公司、上海哈勃公司、慧达工贸股份有限公司、江苏力保建材工业有限公司、广州慧达化学工业公司、上海慧润胶粘剂有限公司、国民淀粉す业公司、福建三山淀粉有限公司、上海华宝孔雀香精香料有限公司、重庆亚原生物技术公司、菲律宾国际制药公司、韩国宇星株式会社、韩国庄起产业、S.A.R。

15. If the purchase of equipment units: China University of Petroleum, Beijing university, Qinghua University, Shandong University, Shandong Agricultural University, Hebei Agricultural University, Shanghai Medical University, Medical University, Nanjing University, Wuhan Institute of Chemical Technology, Wuhan Institute of Biological Engineering, School of Pharmacy, Guangdong, Shanxi Normal University, the Yangtze River College, the University of Guangdong, Hunan Agricultural University, Jilin Agricultural University. Wuhan Polytechnic University, the Institute of the PLA General Logistics Department, construction, Beijing Friendship Hospital, Xiamen University and the Food Project Biological Sciences, the South University, Xiamen University, Zhongshan Hospital, the first hospital in Yichang, CAS Lanzhou Institute of Chemical Physics, Chinese Atomic Energy Institute, the Research Institute of Non-metallic Minerals Suzhou, Xinjiang-based natural purification of high-tech 52.9 points, Tianjin Chemical Engineering Research and Design Institute, Heilongjiang Province Chemical Research Institute, Nanjing Research Institute blueprint, the Hainan Provincial Drug Institute, the Guangdong Provincial Institute of Paper, the Hunan Institute of Paper Limited, Chongqing, a Ping lubricants Company Ltd., Lung chemical Heyzer, Guangzhou Wen Sheng chemical, Chongqing Yu-Hsin Group, Guangzhou up white groups, His group Xiamen, Xuzhou TU China Pharmaceutical Group, the Group of Friends of Kunming, China, Kangenbei Group, Sichuan Diao Pharmaceutical Group, Yangtze River Pharmacy Group, Xinyi Group new materials branch, Dagang Oilfield Group, the shares of companies in Zhejiang Xinchang medicine manufacturers, Xianju Pharmaceutical Factory, Zhejiang Chun-yuan medicine, Zhejiang benefits - medicine, Luen Shing Group Guizhou medicine and living in East China stem cell genetic engineering, About Zhejiang Pharmaceutical Group, Duke Shuanghe new medicine, integrated medicine, Hsinyi medicine, medicine, both Kyrgyzstan, Shanghai-based medicine, Henan Friends Pharmaceutical Co., Sanjiu Pharmaceutical Co., Jinweipijiu, Golden Lion beer, Yanjing beer, pattering Quanpijiu. Qingdao Beer Co., Ltd.(2 Depot, the four branch) Shanghai blossom new materials technology company Shenzhen supreme source of new material technology development company, Hebei Changshan biochemical medicine, Hebei Weierkang medicine and oriental medicine-medicine company, Dongying million in the plant protein technology companies, Shandong Co. oil Yuwang protein branches Ruirui Group Shandong Gold Wings biotech company, David Yang God marine biotechnology industries, Weihai Rongcheng Lily Biotechnology Limited, Guiyang Sanlian Milk Industry, Sunshine Dairy Zhejiang, Fujian Sanming three Pitt dairy industry, Zhongshan chemical, Nan Tian Chemical, Shanghai Warburg Peacock Flavor Limited, aromatic mixture Co. Ltd., Bio-technology era Ltd., Hong Beihai Park Fruit Juice Ltd., Jiangsu Miki Aloe Company, Fuqing new Daze Spirulina Ltd., Hua Di Group, nano-technology Taoyuan pesticides, kulak Chemical Corporation, Swedish Tetra Pak behalf of the Group of Latin America, Lin Mu food industry groups, Jiekemu Industrial Corporation, Mexican special AI, Shanghai Hubble company, the defendant, the Trade and Industry Co., Ltd., Jiangsu to preserve the building materials industry Ltd., the defendant, Guangzhou Chemical Industry Company, Limited Shanghai Hui adhesive, National starch! Company, Fujian three mountain Starch Co., the Shanghai Warburg Peacock Flavor Limited, Chongqing-indigenous biotechnology companies, the Philippine International pharmaceutical companies, South Korea-Star Corporation, Korea Collier played industries, S. A. R.      如采购设备单位：中国石油大学、北京农学院、清华大学、山东大学、山东农业大学、河北省农业大学、上海医科大学、首都医科大学、南京医科大学、武汉化工学院、武汉生物工程学院、广东药学院、山西师范大学、长江师范学院、广东大学、湖南农大、吉林农大、武汉理工大学、中国人民解放军总后勤部建筑工程研究所、北京友谊医院、厦门大学食品工程，生物科学学院、南方医科大学、厦门大学附属中山医院、宜昌人民第一医院、中国科学院兰州化学物理研究所、中国原子能研究所、苏州非金属矿研究院、新疆中基天然纯化高新技术究所、天津化工研究设计院、黑龙江省化工研究院、南京蓝本科研所、海南省药物研究所、广东省造纸研究所、湖南造纸研究所有限公司、重庆一坪润滑油有限公司、上海泽龙化工、广州文盛化工、重庆钰鑫集团、广州立白集团、厦门古龙集团、徐州恩华药业集团、昆明中友集团、康恩贝集团、四川地奥药业集团、扬子江药业集团、信义集团新材料分公司、大港油田集团、浙江医药股份公司新昌制药厂、仙居制药厂、浙江震元药业、浙江惠松药业、联盛集团贵州药业、协和华东干细胞基因工程、浙江大德药业集团、晋新双鹤药业、集成药业、信谊药业、北京双吉药业、上海双基药业、河南新谊药业股份有限公司、三九医药股份有限公司、金威啤酒、金狮啤酒、燕京啤酒、漓泉啤酒、青岛啤酒股份公司上海展颜新材料科技公司、深圳金刚源新材料科技发展公司、河北常山生化药业、河北维尔康药业、东方药林药业公司、东营万得植物蛋白科技公司、山东禹王实业公司植物油蛋白分公司、瑞睿集团山东金翼生物科技公司、鸿神洋海洋生物科技产业公司、威海荣成百合生物科技有限公司、贵阳三联乳业、浙江阳光乳业、福建三明三碧乳业、中山化工、南平天宇化工、上海华宝孔雀香精香料有限公司、宏芳香料有限公司、时代生物科技有限公司、北海果香园果汁有限公司、江苏三木芦荟有限公司、福清新大泽螺旋藻有限公司、华迪集团、奈米科技桃园农药、富农化工公司、瑞典利乐拉代集团、香港沐林食品工业集团、杰克姆工业公司、艾墨特公司、上海哈勃公司、慧达工贸股份有限公司、江苏力保建材工业有限公司、广州慧达化学工业公司、上海慧润胶粘剂有限公司、国民淀粉す业公司、福建三山淀粉有限公司、上海华宝孔雀香精香料有限公司、重庆亚原生物技术公司、菲律宾国际制药公司、韩国宇星株式会社、韩国庄起产业、S.A.R。

16. Firstly, aiming at the defect that shortest path routing algorithms based on Hopfield neural network often fall into undesirable local minima, we propose a shortest path routing algorithm based transiently chaotic neural network, meanwhile, we introduce new energy constraints terms and post-processing technique. The objective of those measures including neural network framework and energy functions is to promote the probability of optimal convergence; Secondly, we discuss the DCLC routing problem, which is a QoS routing problem with NP- completeness characteristic, and propose a genetic QoS routing algorithm. In the algorithm, we try to introduce new coding scheme, corresponding path crossover、mutation operators, and use annealing technique to handle the delay constraint; Lastly, for the delay-bounded multicast routing problem, based on the path sets calculated by the K shortest path algorithm, we research how to apply the extend PBIL algorithm to search the optimal multicast tree.      论文针对基于Hopfield神经网络的最短路径路由算法易陷入局部最小值的缺点，提出一种基于暂态混沌神经网络的最短路径路由算法，引入新的能量函数约束项和事后处理机制，从神经网络结构、能量函数等多方面来提高算法的全局收敛性；论文探讨了具有NP-完全特性的DCLC这一QoS路由问题，提出一种基于遗传算法的QoS路由算法，尝试引入先进的路径编码设计思想和与之相对应的遗传交叉、变异算子，以及如何将模拟退火约束处理技术用来处理时延约束；论文针对时延约束组播路由问题，在采用K条最短路径算法计算得到的路径集合的基础上，就如何利用扩展PBIL进化算法搜索最优组播树展开研究。

17. Genetic Energy的翻译

17. The optimal parameter of the friction energy dissipation is designed based on genetic algorithm and the limitation of structural inter-story displacement is satisfied under minor earthquake and major earthquake.      以一工程为例，探讨摩擦耗能减震技术在结构抗震加固中的应用。1工程概况图1所示的一6层的现浇钢筋混凝土框架结构

18. Obesity is a chronic disease that body wrongly control body fat and energy metabolism balance leading to excessive accumulation and abnormal distribution of body fat. It is caused by both genetic and environmental factors.      肥胖是指机体控制体脂、能量代谢平衡机制紊乱导致体内脂肪堆积过多和（或）分布异常的一种慢性疾病，是遗传因素和环境因素共同作用的结果。

19. Genetic Energy的近义词

19. This article indicates that based on bearing-energy model if the target distance was given in advance we can estimate the ocean bottom properties by genetic algorithm.      文中利用建立的方位-能量估计海底参数模型，在预先给出目标距离的情况下，使用遗传算法估计海底声学参数。

20. Mitochondria are the primary source of energy production in cells and carry their own set of genetic instructions, mitochondrial DNA (mtDNA), to carry out aerobic respiration.      细胞内线粒体是产能的主要来源并携带它们自己固有的一套遗传指令&线粒体DNA（mtDNA），进行有氧呼吸。