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· 제목 : Deep Learning in Multi-step Prediction of Chaotic Dynamics: From Deterministic Models to Real-World Systems (Paperback)
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 응용수학
· ISBN : 9783030944810
· 쪽수 : 104쪽
· 출판일 : 2022-02-15
· 분류 : 외국도서 > 과학/수학/생태 > 수학 > 응용수학
· ISBN : 9783030944810
· 쪽수 : 104쪽
· 출판일 : 2022-02-15
목차
Introduction to chaotic dynamics' forecasting,.?Basic concepts of chaos theory and nonlinear time-series analysis.-?Artificial and real-world chaotic oscillators.-? Neural approaches for time series forecasting.-?Neural predictors' accuracy.-?Neural predictors' sensitivity and robustness.-? Concluding remarks on chaotic dynamics' forecasting.
