Modified Kernel Regression Integrated with Monotonicity Knowledge and Its Application to Chemical Engineering
Author:
Affiliation:
1. Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education, East China University of Science and Technology
Publisher
Society of Chemical Engineers, Japan
Subject
General Chemical Engineering,General Chemistry
Link
https://www.jstage.jst.go.jp/article/jcej/47/1/47_13we146/_pdf
Reference18 articles.
1. Barlow, R. E., D. J. Bartholomew, J. Bremner and H. Brunk; Statistical Inference under Order Restrictions: The Theory and Application of Isotonic Regression, Wiley, New York, U.S.A. (1972)
2. Boyd, S. and L. Vandenberghe; Convex Optimization. Cambridge University Press, Cambridge, U.K. (2004)
3. Chen, C.-W. and D.-Z. Chen; “Prior-Knowledge-Based Feedforward Network Simulation of True Boiling Point Curve of Crude Oil,” Comput. Chem., 25, 541–550 (2001)
4. Cristianini, N. and J. Shawe-Taylor; An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods. Cambridge University Press, Cambridge, U.K., (2000)
5. Gary, J. H. and G. E. Handwerk; Petroleum Refining, Technology and Economics, 4th ed., Marcel Dekker, Inc., New York, U.S.A. (2001)
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