Considering the flexible attitude maneuver and the narrow field of view of agile Earth observation satellite(AEOS)together,a comprehensive task clustering(CTC)is proposed to improve the observation scheduling problem ...Considering the flexible attitude maneuver and the narrow field of view of agile Earth observation satellite(AEOS)together,a comprehensive task clustering(CTC)is proposed to improve the observation scheduling problem for AEOS(OSPFAS).Since the observation scheduling problem for AEOS with comprehensive task clustering(OSWCTC)is a dynamic combination optimization problem,two optimization objectives,the loss rate(LR)of the image quality and the energy consumption(EC),are proposed to format OSWCTC as a bi-objective optimization model.Harnessing the power of an adaptive large neighborhood search(ALNS)algorithm with a nondominated sorting genetic algorithm II(NSGA-II),a bi-objective optimization algorithm,ALNS+NSGA-II,is developed to solve OSWCTC.Based on the existing instances,the efficiency of ALNS+NSGA-II is analyzed from several aspects,meanwhile,results of extensive computational experiments are presented which disclose that OSPFAS considering CTC produces superior outcomes.展开更多
The fuorescence-based in vivo flow cytometry(IVFC)is an emerging tool to monitor eirculating cells in vivo.As a noninvasive and real-timne diagnostic technology,the fluorescence based IVFC allows long-term monitoring ...The fuorescence-based in vivo flow cytometry(IVFC)is an emerging tool to monitor eirculating cells in vivo.As a noninvasive and real-timne diagnostic technology,the fluorescence based IVFC allows long-term monitoring of circulating cells without changing their native biological environment.It has been applied for various biological applications(eg,monitoring circulating tumor cells).In this work,we will review our recent works on fluorescence-based IVFC.The operation principle and typical biological applications will be introduced.In addition,the recent advances in IVFC flow cytometry based on photoacoustic effects and other label free detection methods such as imaging based methods,difuse-light methods,hybrid multimodality methods and multispectral methods are also summarized.展开更多
文摘Considering the flexible attitude maneuver and the narrow field of view of agile Earth observation satellite(AEOS)together,a comprehensive task clustering(CTC)is proposed to improve the observation scheduling problem for AEOS(OSPFAS).Since the observation scheduling problem for AEOS with comprehensive task clustering(OSWCTC)is a dynamic combination optimization problem,two optimization objectives,the loss rate(LR)of the image quality and the energy consumption(EC),are proposed to format OSWCTC as a bi-objective optimization model.Harnessing the power of an adaptive large neighborhood search(ALNS)algorithm with a nondominated sorting genetic algorithm II(NSGA-II),a bi-objective optimization algorithm,ALNS+NSGA-II,is developed to solve OSWCTC.Based on the existing instances,the efficiency of ALNS+NSGA-II is analyzed from several aspects,meanwhile,results of extensive computational experiments are presented which disclose that OSPFAS considering CTC produces superior outcomes.
文摘The fuorescence-based in vivo flow cytometry(IVFC)is an emerging tool to monitor eirculating cells in vivo.As a noninvasive and real-timne diagnostic technology,the fluorescence based IVFC allows long-term monitoring of circulating cells without changing their native biological environment.It has been applied for various biological applications(eg,monitoring circulating tumor cells).In this work,we will review our recent works on fluorescence-based IVFC.The operation principle and typical biological applications will be introduced.In addition,the recent advances in IVFC flow cytometry based on photoacoustic effects and other label free detection methods such as imaging based methods,difuse-light methods,hybrid multimodality methods and multispectral methods are also summarized.
