Title :
Multi-route planning method of low-altitude aircrafts based on QICA algorithm
Author :
He Bing ; Qin Weiwei ; Li HuaYing ; Wang Qing-wen ; Zhao Xin
Author_Institution :
Xi´an HongQing Res. Inst. of Hi-Tech, Xi´an, China
Abstract :
Multi-route planning is the important part in the field of aircraft planning research. This paper presents a new approach based on quantum immune clone algorithm to solve the multi-route planning problem of low-altitude aircrafts. The K-means clustering method is used to form several sub-populations in the cloning evolution process. Cloning, immune, choosing and deceasing operating is applied only in the sub-populations to ensure the optimized multi-route have spatial uniformity. The simulation results show that the proposed planning method can get multi-route of single aircraft with spatial differences.
Keywords :
aircraft control; artificial immune systems; path planning; pattern clustering; K-means clustering method; QICA algorithm; aircraft planning research; choosing operation; cloning evolution process; cloning operation; deceasing operation; immune operation; low-altitude aircraft; multiroute planning method; quantum immune clone algorithm; spatial difference; Aircraft; Cloning; Clustering algorithms; Planning; Quantum computing; Sociology; Statistics; K-means clustering; Multi-route planning; quantum clone immune;
Conference_Titel :
Control and Decision Conference (CCDC), 2015 27th Chinese
Conference_Location :
Qingdao
Print_ISBN :
978-1-4799-7016-2
DOI :
10.1109/CCDC.2015.7161777