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AITSO: A Tool for Spatial Optimization Based on Artificial Immune Systems
Joint Authors
Liu, Dianfeng
Zhao, Xiang
Liu, Yaolin
Ma, Xiaoya
Source
Computational Intelligence and Neuroscience
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-01-05
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
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.
American Psychological Association (APA)
Zhao, Xiang& Liu, Yaolin& Liu, Dianfeng& Ma, Xiaoya. 2015. AITSO: A Tool for Spatial Optimization Based on Artificial Immune Systems. Computational Intelligence and Neuroscience،Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1057717
Modern Language Association (MLA)
Zhao, Xiang…[et al.]. AITSO: A Tool for Spatial Optimization Based on Artificial Immune Systems. Computational Intelligence and Neuroscience No. 2015 (2015), pp.1-13.
https://search.emarefa.net/detail/BIM-1057717
American Medical Association (AMA)
Zhao, Xiang& Liu, Yaolin& Liu, Dianfeng& Ma, Xiaoya. AITSO: A Tool for Spatial Optimization Based on Artificial Immune Systems. Computational Intelligence and Neuroscience. 2015. Vol. 2015, no. 2015, pp.1-13.
https://search.emarefa.net/detail/BIM-1057717
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1057717