doc/en/scripts/simple_ReducedModelingTest1.py

   1 # -*- coding: utf-8 -*-
   2 #
   3 import numpy
   4 from adao import adaoBuilder
   5 numpy.random.seed(123456789)
   6 #
   7 dimension = 100
   8 nbsnapshots = 15
   9 Ensemble = numpy.empty((dimension,2*nbsnapshots))
  10 for i in range(nbsnapshots):
  11     Ensemble[:,i] = numpy.sin((i+1)*numpy.arange(dimension))
  12 Ensemble[:,nbsnapshots:2*nbsnapshots] = Ensemble[:,:nbsnapshots]
  13 #
  14 case = adaoBuilder.New()
  15 case.setAlgorithmParameters(
  16     Algorithm = 'ReducedModelingTest',
  17     Parameters = {
  18         "EnsembleOfSnapshots":Ensemble,
  19         "StoreSupplementaryCalculations":["Residus","SingularValues"],
  20         "PlotAndSave":True,
  21         "ResultFile":"simple_ReducedModelingTest1.png",
  22         }
  23     )
  24 case.execute()