A Novel Approach for Time Series Forecasting with Multiobjective Clonal Selection Optimization and Modeling

Author:

Astakhova N. N.,Demidova L. A.,Nikulchev E. V.

Publisher

Springer International Publishing

Reference27 articles.

1. Demidova, L.A.: Time series forecasting models on the base of modified clonal selection algorithm. In: 2014 International Conference on Computer Technologies in Physical and Engineering Applications ICCTPEA 2014, pp. 33–34. IEEE Press (2014)

2. Astakhova, N.N., Demidova, L.A., Nikulchev, E.V.: Forecasting method for grouped time series with the use of K-Means algorithm. Appl. Math. Sci. 9(97), 4813–4830 (2015)

3. Astakhova, N., Demidova, L., Nikulchev, E.: Multiobjective optimization for the forecasting models on the base of the strictly binary trees. Int. J. Adv. Comput. Sci. Appl. 7(11), 171–179 (2016)

4. Sivanandam, S.N., Deepa, S.N.: Introduction to Genetic Algorithms, 442 pp. Springer (2008)

5. Reeves, C.R.: Genetic Algorithms, pp. 109–139. Springer, Handbook of Metaheuristics (2010)

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