A genetic programming based methodology for variable interaction determination in multivariate dynamical systems
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- @InProceedings{Kandpal:2010:ICMIC,
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author = "Manoj Kandpal and Kalyan Mynampati Chakravarthy and
S. Lakshminarayanan",
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title = "A genetic programming based methodology for variable
interaction determination in multivariate dynamical
systems",
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booktitle = "The 2010 International Conference on Modelling,
Identification and Control (ICMIC)",
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year = "2010",
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pages = "173--178",
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address = "Okayama, Japan",
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month = jul # " 17-19",
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keywords = "genetic algorithms, genetic programming, multivariate
dynamical system, parameter estimation technique,
variable interaction determination, multivariable
systems, parameter estimation",
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isbn13 = "978-1-4244-8381-5",
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URL = "http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5553570",
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size = "6 pages",
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abstract = "In many systems, the determination of variable
interaction structures using data is of central
importance. For example, biological systems mainly
comprise of a cascade of various interrelated
metabolites/reactions such that the occurrence of one
event depends on the occurrence of a prior event or a
set of events of the same or different nature. This
time dependent inter-correlation between the variables,
once deciphered, can help in gaining a better
understanding the mechanisms governing the systems and
paves way for their manipulation. In the present paper,
genetic programming and standard parameter estimation
techniques are used to determine such relationships
from noise corrupted datasets.",
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notes = "Dept. of Chem. & Biomol. Eng., Nat. Univ. of
Singapore, Singapore, Singapore.
www.gbv.de/dms/tib-ub-hannover/637808703.pdf Also known
as \cite{5553570}",
- }
Genetic Programming entries for
Manoj Kandpal
Kalyan Mynampati Chakravarthy
S Lakshminarayanan
Citations