To cope with the task scheduling problem under multi-task and transportation consideration in large-scale service oriented manufacturing systems(SOMS), a service allocation optimization mathematical model was establis...To cope with the task scheduling problem under multi-task and transportation consideration in large-scale service oriented manufacturing systems(SOMS), a service allocation optimization mathematical model was established, and then a hybrid discrete particle swarm optimization-genetic algorithm(HDPSOGA) was proposed. In SOMS, each resource involved in the whole life cycle of a product, whether it is provided by a piece of software or a hardware device, is encapsulated into a service. So, the transportation during production of a task should be taken into account because the hard-services selected are possibly provided by various providers in different areas. In the service allocation optimization mathematical model, multi-task and transportation were considered simultaneously. In the proposed HDPSOGA algorithm, integer coding method was applied to establish the mapping between the particle location matrix and the service allocation scheme. The position updating process was performed according to the cognition part, the social part, and the previous velocity and position while introducing the crossover and mutation idea of genetic algorithm to fit the discrete space. Finally, related simulation experiments were carried out to compare with other two previous algorithms. The results indicate the effectiveness and efficiency of the proposed hybrid algorithm.展开更多
为了提高猪圆环病毒2型(PCV2)衣壳(Cap)蛋白病毒样颗粒(VLPs)的产量,本试验探索了采用加热法促进杆状病毒-昆虫细胞表达的Cap蛋白体外组装的可行性,通过高效液相尺寸排阻色谱法定量PCV2 Cap VLPs,分析4~56℃加热0~10 h对细胞培养液上清...为了提高猪圆环病毒2型(PCV2)衣壳(Cap)蛋白病毒样颗粒(VLPs)的产量,本试验探索了采用加热法促进杆状病毒-昆虫细胞表达的Cap蛋白体外组装的可行性,通过高效液相尺寸排阻色谱法定量PCV2 Cap VLPs,分析4~56℃加热0~10 h对细胞培养液上清中PCV2 Cap VLPs浓度的影响,并采用透射电子显微镜(TEM)验证;通过监测45℃加热6 h后的细胞培养液上清在4℃放置6个月中PCV2 Cap VLPs的浓度变化,验证PCV2 Cap VLPs的稳定性;通过全能核酸酶消化试验验证宿主核酸对PCV2 Cap VLPs组装的作用;对比加热与未加热工艺的PCV2 Cap VLPs纯化收率,并通过高效液相尺寸排阻色谱偶联多角度激光散射、圆二色光谱、差示扫描量热法和微量热泳动分析2种工艺所得PCV2 Cap VLPs表征的一致性。结果显示,细胞培养液上清中PCV2 Cap VLPs浓度随着温度和时间的延长逐渐升高,其中45℃加热6 h后PCV2 Cap VLPs浓度为未加热的3.77倍,TEM观察进一步验证PCV2 Cap VLPs浓度增加。加热后形成的PCV2 Cap VLPs在4℃储存6个月浓度稳定,未出现解聚现象。全能核酸酶消化试验显示,加热过程中宿主核酸的作用并非关键因素。采用45℃加热6 h后再进行纯化,PCV2 Cap VLPs纯化收率是未加热工艺的2.9倍。经分析,加热与未加热工艺所得PCV2 Cap VLPs具有一致的分子量(2.385×10^(6)和2.361×10^(6) Da)、水力学半径(10.1和10.2 nm)、热转变温度Tm(67.22和66.92℃)、二级结构和特异性抗体亲和力(49.0和76.5 pmol/L),表明两者具有相近结构。本试验为PCV2 Cap VLPs的生产探索了一个提高产量的新方法,为兽用疫苗的研发提供了在抗原性质分析方法上的借鉴。展开更多
基金Project(2012B091100444)supported by the Production,Education and Research Cooperative Program of Guangdong Province and Ministry of Education,ChinaProject(2013ZM0091)supported by Fundamental Research Funds for the Central Universities of China
文摘To cope with the task scheduling problem under multi-task and transportation consideration in large-scale service oriented manufacturing systems(SOMS), a service allocation optimization mathematical model was established, and then a hybrid discrete particle swarm optimization-genetic algorithm(HDPSOGA) was proposed. In SOMS, each resource involved in the whole life cycle of a product, whether it is provided by a piece of software or a hardware device, is encapsulated into a service. So, the transportation during production of a task should be taken into account because the hard-services selected are possibly provided by various providers in different areas. In the service allocation optimization mathematical model, multi-task and transportation were considered simultaneously. In the proposed HDPSOGA algorithm, integer coding method was applied to establish the mapping between the particle location matrix and the service allocation scheme. The position updating process was performed according to the cognition part, the social part, and the previous velocity and position while introducing the crossover and mutation idea of genetic algorithm to fit the discrete space. Finally, related simulation experiments were carried out to compare with other two previous algorithms. The results indicate the effectiveness and efficiency of the proposed hybrid algorithm.
基金Project(2019YFC1803601)supported by the National Key Research and Development Program of ChinaProject(2022)supported by the Complementary Fund from the Guizhou Provincial Department of Science and Technology,China。
文摘为了提高猪圆环病毒2型(PCV2)衣壳(Cap)蛋白病毒样颗粒(VLPs)的产量,本试验探索了采用加热法促进杆状病毒-昆虫细胞表达的Cap蛋白体外组装的可行性,通过高效液相尺寸排阻色谱法定量PCV2 Cap VLPs,分析4~56℃加热0~10 h对细胞培养液上清中PCV2 Cap VLPs浓度的影响,并采用透射电子显微镜(TEM)验证;通过监测45℃加热6 h后的细胞培养液上清在4℃放置6个月中PCV2 Cap VLPs的浓度变化,验证PCV2 Cap VLPs的稳定性;通过全能核酸酶消化试验验证宿主核酸对PCV2 Cap VLPs组装的作用;对比加热与未加热工艺的PCV2 Cap VLPs纯化收率,并通过高效液相尺寸排阻色谱偶联多角度激光散射、圆二色光谱、差示扫描量热法和微量热泳动分析2种工艺所得PCV2 Cap VLPs表征的一致性。结果显示,细胞培养液上清中PCV2 Cap VLPs浓度随着温度和时间的延长逐渐升高,其中45℃加热6 h后PCV2 Cap VLPs浓度为未加热的3.77倍,TEM观察进一步验证PCV2 Cap VLPs浓度增加。加热后形成的PCV2 Cap VLPs在4℃储存6个月浓度稳定,未出现解聚现象。全能核酸酶消化试验显示,加热过程中宿主核酸的作用并非关键因素。采用45℃加热6 h后再进行纯化,PCV2 Cap VLPs纯化收率是未加热工艺的2.9倍。经分析,加热与未加热工艺所得PCV2 Cap VLPs具有一致的分子量(2.385×10^(6)和2.361×10^(6) Da)、水力学半径(10.1和10.2 nm)、热转变温度Tm(67.22和66.92℃)、二级结构和特异性抗体亲和力(49.0和76.5 pmol/L),表明两者具有相近结构。本试验为PCV2 Cap VLPs的生产探索了一个提高产量的新方法,为兽用疫苗的研发提供了在抗原性质分析方法上的借鉴。
