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QML-AiNet: An immune network approach to learning qualitative differential equation models

Wei Pang, George M. Coghill
2015 Applied Soft Computing  
In this paper, we explore the application of Opt-AiNet, an immune network approach for search and optimisation problems, to learning qualitative models in the form of qualitative differential equations  ...  The Opt-AiNet algorithm is adapted to qualitative model learning problems, resulting in the proposed system QML-AiNet.  ...  Acknowledgements WP and GMC are supported by the CRISP project (Combinatorial Responses in Stress Pathways) funded by the BBSRC (award reference: BB/F00513X/1) under the Systems Approaches to Biological  ... 
doi:10.1016/j.asoc.2014.11.008 pmid:25648212 pmcid:PMC4308000 fatcat:26u3liqxxvgjbde7dw54sexzlq