Title :
Research on an improved optimization algorithm based on ant colony to solve WBC scanning routing problem
Author :
Minglei Sun ; Qiwei Wang ; Quanxian Xie
Author_Institution :
Sch. of Mech. Eng. & Autom., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Abstract :
To solve white blood cell scanning routing problem, an improved optimization algorithm based on ant colony algorithm was proposed. The shortest equivalent time was selected as evaluating function. Pheromone updating rule and convergence strategy were added as well. Four algorithms were applied to the same WBC image frame and series of WBC image frames. The experimental results prove the effectiveness and excellence of the improved algorithm.
Keywords :
ant colony optimisation; biomedical optical imaging; blood; cellular biophysics; image sequences; medical image processing; WBC image frame series; WBC scanning routing problem; ant colony optimization algorithm; convergence strategy; evaluating function; improved optimization algorithm; shortest equivalent time; updating rule; white blood cell; Algorithm design and analysis; Ant colony optimization; Convergence; Optimization; Routing; White blood cells; WBC; ant colony; equivalent time; pherominone; routing;
Conference_Titel :
Complex Medical Engineering (CME), 2013 ICME International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2970-5
DOI :
10.1109/ICCME.2013.6548215
