The numerical solution of bilinear data reconciliation problems using unconstrained optimization methods

Computers and Chemical Engineering

Volumn 20, Issue SUPPL.1, 1996, Pages

  Schraa, Oliver J ^a   Crowe, Cameron M ^a  

^a MCMASTER UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINT THEORY; DATA PROCESSING; ERROR ANALYSIS; LAGRANGE MULTIPLIERS; NUMERICAL ANALYSIS; OPTIMIZATION; RANDOM PROCESSES;

BILINEAR DATA RECONCILIATION PROBLEMS; NUMERICAL SOLUTION; UNCONSTRAINED OPTIMIZATION METHODS;

CHEMICAL OPERATIONS;

EID: 0029701078     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/0098-1354(96)00130-5     Document Type: Article

References (8)

1. Armijo, L., 1966, Minimization of Functions having Lipschitz-Continuous First Partial Derivatives, Pacific J. Math., 16, 1-3.
2. Crowe, C. M., 1986, Reconciliation of Process Flow Rates by Matrix Projection. II. The Non-linear Case, AIChE J., 32, 616-623.
3. Crowe, C. M., Y. A. Garcia Campos, and A. Hrymak, 1983, Reconciliation of Process Flow Rates by Matrix Projection. I. The Linear Case, AIChE J., 29, 881-888.
4. Dennis, J. E., Jr., and R. B. Schnabel, 1983, Numerical Methods for Unconstrained Optimization and Non-linear Equations, Prentice-Hall, Englewood Cliffs, New Jersey.
5. Goldstein, A. A., 1967, Constructive Real Analysis, Harper & Row, New York.
6. Hodouin, D., and M. D. Everell, 1980, A Hierarchical Procedure for Adjustment and Material Balancing of Mineral Processes Data, International Journal of Mineral Processing, 7, 91-116.
7. Schraa, O., 1995, The Numerical Solution of Bilinear Data Reconciliation Problems Using Unconstrained Optimization Methods, M.Eng. Thesis, McMaster University, Hamilton, Ontario, Canada.
8. Smith, H. W., and N. Ichiyen, Sept., 1973, Computer Adjustment of Metallurgical Balances, Can. Inst. Mining Metall. (C.I.M.) Bulletin, 66, 97-100.