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A knowledge-based approach to improving optimization techniques in system planning (1990)

Zhang, Z. Z. ; Momoh, J. A.

In: CASI

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Publication Date: 2019-06-28

Description: A knowledge-based (KB) approach to improve mathematical programming techniques used in the system planning environment is presented. The KB system assists in selecting appropriate optimization algorithms, objective functions, constraints and parameters. The scheme is implemented by integrating symbolic computation of rules derived from operator and planner's experience and is used for generalized optimization packages. The KB optimization software package is capable of improving the overall planning process which includes correction of given violations. The method was demonstrated on a large scale power system discussed in the paper.

Keywords: CYBERNETICS

Type: NASA, Goddard Space Flight Center, The 1990 Goddard Conference on Space Applications of Artificial Intelligence; p 115-122

Format: application/pdf

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