大气科学2011，Vol.35Issue(5)：977-981,5.
气溶胶粒子反演的约束优化方法
Constrained Optimization Methods for Inversion of Aerosol Particle Size Distribution Functions
摘要
Abstract
Aerosol particle size distribution function is a key environmental parameter. Retrieval of the aerosol particle size distribution function is an improperly posed inverse problem. To deal with this problem and obtain the stable approximation of the particle size distribution function, proper inversion technique is necessary. In this paper, the author studies the constrained optimization methods for retrieval of aerosol particle size distribution functions. The ill-conditioning properties are discussed and a regularizing model is established. To solve the minimization problem, the author develops a BFGS method. Numerical experiments indicate that the method introduced in this paper can be used for solving the inversion problem in retrieval of aerosol particle size distribution functions.关键词
地球环境反问题/病态反演/计算方法Key words
senvironmental inverse problems, ill-conditioning inversion, computational methods分类
信息技术与安全科学引用本文复制引用
董文..气溶胶粒子反演的约束优化方法[J].大气科学,2011,35(5):977-981,5.基金项目
国家自然科学基金资助项目 10871191,西华师范大学科研启动基金05B062,西华师范大学学科建设资助 （）
