title: AITSO: a tool for spatial optimization based on artificial immune systems.
abstract: A great challenge facing geocomputation and spatial analysis is spatial optimization, given that it involves various high-dimensional, nonlinear, and complicated relationships. Many efforts have been made with regard to this specific issue, and the strong ability of artificial immune system algorithms has been proven in previous studies. However, user-friendly professional software is still unavailable, which is a great impediment to the popularity of artificial immune systems. This paper describes a free, universal tool, named AITSO, which is capable of solving various optimization problems. It provides a series of standard application programming interfaces (APIs) which can (1) assist researchers in the development of their own problem-specific application plugins to solve practical problems and (2) allow the implementation of some advanced immune operators into the platform to improve the performance of an algorithm. As an integrated, flexible, and convenient tool, AITSO contributes to knowledge sharing and practical problem solving. It is therefore believed that it will advance the development and popularity of spatial optimization in geocomputation and spatial analysis.
authors: School of Resource and Environmental Science, Wuhan University, Wuhan 430079, China.
authors: Xiang
authors: X
authors: Zhao
authors: School of Resource and Environmental Science, Wuhan University, Wuhan 430079, China ; Key Laboratory of Geographic Information System, Ministry of Education, Wuhan University, Wuhan 430079, China.
authors: Yaolin
authors: Y
authors: Liu
authors: School of Resource and Environmental Science, Wuhan University, Wuhan 430079, China.
authors: Dianfeng
authors: D
authors: Liu
authors: School of Resource and Environmental Science, Wuhan University, Wuhan 430079, China.
authors: Xiaoya
authors: X
authors: Ma
mesh_terms: D000465:Algorithms; D005075:Biological Evolution; D019295:Computational Biology; D007107:Immune System; D016571:Neural Networks, Computer; D012984:Software