Retrieval of spherical particle size distribution using ant colony optimization algorithm

被引：28
|
作者：
Qi, Hong [1 ]
Zhang, Biao [1 ]
Ren, Yatao [1 ]
机构：
[1] Harbin Inst Technol, Sch Energy Sci & Engn, Harbin 150001, Peoples R China
来源：
CHINESE OPTICS LETTERS | 2013年 / 11卷 / 11期
基金：
中国国家自然科学基金;
关键词：
D O I：
10.3788/COL201311.112901
中图分类号：
O43 [光学];
学科分类号：
070207 ; 0803 ;
摘要：
The ant colony optimization (AGO) algorithm based on the probability density function is applied for the retrieval of spherical particle size distribution (PSD). The spectral extinction data based on the Mie theory and the Lambert Beer Law served as input for estimating five commonly use monomodal PSDs, i.e., Rosin Rammer distribution, normal distribution, logarithmic normal distribution, modified beta distribution, and Johnson's S-B distribution. The retrieval results show that the AGO algorithm has high feasibility and reliability, thus providing a new method for the retrieval of PSD.
引用
收藏
页数：5
相关论文
共 50 条
  • [31] Research on the optimization of distributed logistics routing based on particle swarm optimization algorithm and ant colony algorithm
    Dai, Jun
    Guo, Ji-Kun
    Niu, Yong-Jie
    Wang, Guo-Jing
    Metallurgical and Mining Industry, 2015, 7 (09): : 1003 - 1010
  • [32] Research on Improved Particle-Swarm-Optimization Algorithm based on Ant-Colony-Optimization Algorithm
    Li, Dong
    Shi, Huaitao
    Liu, Jianchang
    Tan, Shubin
    Li, Chi
    Xie, Yu
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 853 - 858
  • [33] Location and Size of Distributed Generation using Ant Colony Optimization
    Mendoza, Jorge
    Lopez, Miguel
    Delgado, Allison
    POWER AND ENERGY SYSTEMS III, 2014, 492 : 460 - 466
  • [34] The Optimization of Distribution Routes for Agricultural Products Based on Ant Colony Algorithm
    Xiao Jing
    Qiao Zhiqiang
    Liu Ziyu
    PROCEEDINGS OF THE ELEVENTH INTERNATIONAL SYMPOSIUM - MANAGEMENT SCIENCES AND ENGINEERING, 2011, : 235 - +
  • [35] Contactless Distribution Path Optimization Based on Improved Ant Colony Algorithm
    Wu, Feng
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [36] Extension of the Hybrid Ant Colony Optimization Algorithm for Layout and Size Optimization of Sewer Networks
    Moeini, R.
    Afshar, M. H.
    JOURNAL OF ENVIRONMENTAL INFORMATICS, 2019, 33 (02) : 68 - 81
  • [37] Ant Colony Algorithm Based Vehicle Routing Optimization of Tobacco Distribution
    Shi, Qingsheng
    Hu, Hongchun
    Lu, Ke
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON MECHATRONICS, CONTROL AND AUTOMATION ENGINEERING (MCAE), 2016, 58 : 164 - 167
  • [38] Logistics Distribution Path Optimization Based on Improved Ant Colony Algorithm
    Wang, Ya
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2020, 126 : 278 - 278
  • [39] Optimal Ant and Join Cardinality for Distributed Query Optimization Using Ant Colony Optimization Algorithm
    Tiwari, Preeti
    Chande, Swati, V
    EMERGING TRENDS IN EXPERT APPLICATIONS AND SECURITY, 2019, 841 : 385 - 392
  • [40] Parallel ant colony optimization algorithm
    Liu, Hong
    Li, Ping
    Wen, Yu
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 3222 - +
12345