Perspectives on search-based computer-aided control system design

Search-based computer-aided control system design (CACDS), a computational approach that emphasizes the efficient generation and evaluation of a large number of candidate designs under an effective control of the designer, is discussed. The aim is to delineate the nature and strengths of the approach, which is first characterized by a conceptual model. Interactive multiobjective programming, an area in operational research which is a rich source of ideas for developing fitting software tools for the search approach, is described. A research agenda covering five areas where further innovation and development are needed to construct an integrated design environment for effective applications of search-based CACSD is proposed.<<ETX>>

[1]  V. Zakian,et al.  Design of dynamical and control systems by the method of inequalities , 1973 .

[2]  John W. Payne,et al.  Task complexity and contingent processing in decision making: An information search and protocol analysis☆ , 1976 .

[3]  I. Horowitz Quantitative synthesis of uncertain multiple input-output feedback system† , 1979 .

[4]  A. Wierzbicki A Mathematical Basis for Satisficing Decision Making , 1982 .

[5]  E. Polak,et al.  Control system design via semi-infinite optimization: A review , 1984, Proceedings of the IEEE.

[6]  R. Rosenthal Concepts, Theory, and Techniques PRINCIPLES OF MULTIOBJECTIVE OPTIMIZATION* , 1985 .

[7]  Pekka Korhonen,et al.  A Visual Interactive Method for Solving the Multiple-Criteria Problem , 1986 .

[8]  Peter Bogetoft,et al.  General communication schemes for multiobjective decision making , 1986 .

[9]  A. Inselberg,et al.  Parallel coordinates for visualizing multi-dimensional geometry , 1987 .

[10]  Jan M. Maciejowski,et al.  Data structures and software tools for the computer aided design of control systems: a survey. , 1988 .

[11]  Stephen Boyd,et al.  A new CAD method and associated architectures for linear controllers , 1988 .

[12]  D. M. Stimler,et al.  Majorization: a computational complexity reduction technique in control system design , 1988 .

[13]  Future design environments for control engineering , 1989, Autom..

[14]  Li-Sheng Wang,et al.  Software package for optimization-based design with user-supplied simulators , 1989, IEEE Control Systems Magazine.

[15]  Grantham K. H. Pang,et al.  Development of a new generation of interactive CACSD environments , 1990 .

[16]  Alfred Inselberg,et al.  Parallel coordinates for visualizing multi-dimensional geometry , 1987 .

[17]  Grantham K. H. Pang,et al.  Development of a new generation of interactive CACSD environments , 1990, IEEE Control Systems Magazine.