CEP-2007: Eigenvalue Optimization Based Formulations for Noonlinear Dynamics and Control Problems

A. BLANCO; A. BANDONI

CHEMICAL ENGINEERING AND PROCESSING

ELSEVIER SCIENCE SA

Año: 2007 vol. 46 p. 1192 - 1199

0255-2701

Eigenvalues play an important role in many fields of applied mathematics to engineering. For some applications it may be desirable to calculate the variables of a model in order to optimize an objective function and/or to verify constraints that involve the eigenvalues of a certain matrix. In general the elements of such a matrix depend nonlinearly on the optimization variables. Despite its potential to address diverse chemical engineering problems, eigenvalue optimization techniques have not been extensively used in the Process Systems Engineering discipline. The objectives of this contribution are to review most relevant topics on eigenvalue optimization and to present formulations and solution strategies to practically address eigenvalue optimization problems in the field of chemical engineering. In order to illustrate the ideas, several small size applications, which have to do with the analysis and control of nonlinear dynamic systems, are developed. Other potential applications and future lines of research are also suggested.