An evolutionary algorithm for function inversion and boundary marking

An evolutionary algorithm for function inversion and boundary marking

We present an evolutionary algorithm for distributing points evenly on a surface f(x)=c. Applications include function inversion (where system inputs are sought which produce a desired output) and boundary detection for e.g. control systems or power-system security assessment, in which boundaries of...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Reed, R.D., Marks, R.J.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Closed-form solution
Control systems
Evolutionary computation
Genetic algorithms
Geology
Level set
Nearest neighbor searches
Neural networks
Power system security
Strain control
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Beschreibung
Zusammenfassung:We present an evolutionary algorithm for distributing points evenly on a surface f(x)=c. Applications include function inversion (where system inputs are sought which produce a desired output) and boundary detection for e.g. control systems or power-system security assessment, in which boundaries of a safe operating region are to be avoided.
DOI:10.1109/ICEC.1995.487487