The Differential Evolution, introduced in 1995 by Storn and Price, considers the population, that is divided into branches, one per computational node. The Differential Evolution Entirely Parallel method takes into account the individual age, that is defined as the number of iterations the individual survived without changes. The introduced improvements are: (I) allow several oldest individuals to be overwritten by the same number of best ones in the population, (II) new selection rule uses several objective functions in offspring evaluation.
This work is supported by RNF Grant 14-14-00302 and by “5-100-2020” Program of the Russian Ministry of Education and Science.
The previous funding included SYSPATHO FP7 project №260429, RFBR grants 10-01-00627-a, 11-01-00573-a, 11-04-001162-a and State Contract with Russian Ministry of Science №14.740.11.0166 and №11.519.11.6041
- Applicable to finding float and integer parameters
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