Seismic Data Analysis by Using Computational Intelligence
Tienfuan Kerh
Broschiertes Buch

Seismic Data Analysis by Using Computational Intelligence

Neural Network and Genetic Algorithm Applications for Evaluating Earthquake Key Parameters

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Earthquake problems are globally considered to be a research topic of importance since many countries are subject to this natural disaster, particularly those at the ring of fire or the circum-Pacific seismic belt. In this book, the key factor for evaluating safety problem, i.e. peak ground acceleration, is estimated by using computational intelligence and microtremor measurement. The obtained results show that the estimation can be improved by incorporating global search capability of genetic algorithm in neural network computation. The contents of this book provide some basic concepts for ge...