from pyomo.contrib.trustregion.TRF import TRF
from pyomo.contrib.trustregion.readgjh import readgjh
import pyomo.contrib.trustregion.getGJH
logger = logging.getLogger('pyomo.contrib.trustregion')
#fh = logging.FileHandler('debug_vars.log')
#logger.setLevel(logging.DEBUG)
#logger.addHandler(fh)
def load():
pass
DownloadFactory.register('gjh')(pyomo.contrib.trustregion.getGJH.get_gjh)
@SolverFactory.register(
'trustregion',
doc='Trust region filter method for black box/glass box optimization')
class TrustRegionSolver(OptSolver):
"""
A trust region filter method for black box / glass box optimizaiton
Solves nonlinear optimization problems containing external function calls
through automatic construction of reduced models (ROM), also known as
surrogate models.
Currently implements linear and quadratic reduced models.
See Eason, Biegler (2016) AIChE Journal for more details
Arguments:
def load():
DownloadFactory.register('mcpp')(get_mcpp)
ExtensionBuilderFactory.register('mcpp')(MCPPBuilder)
PositiveInt, PositiveFloat, NonNegativeFloat, In)
from pyomo.core import Var, value
from pyomo.contrib.trustregion.TRF import TRF
from pyomo.contrib.trustregion.readgjh import readgjh
import pyomo.contrib.trustregion.getGJH
logger = logging.getLogger('pyomo.contrib.trustregion')
#fh = logging.FileHandler('debug_vars.log')
#logger.setLevel(logging.DEBUG)
#logger.addHandler(fh)
def load():
pass
DownloadFactory.register('gjh')(pyomo.contrib.trustregion.getGJH.get_gjh)
@SolverFactory.register(
'trustregion',
doc='Trust region filter method for black box/glass box optimization'
)
class TrustRegionSolver(OptSolver):
"""
A trust region filter method for black box / glass box optimizaiton
Solves nonlinear optimization problems containing external function calls
through automatic construction of reduced models (ROM), also known as
surrogate models.
Currently implements linear and quadratic reduced models.
See Eason, Biegler (2016) AIChE Journal for more details
Arguments:
def load():
DownloadFactory.register('gjh')(get_gjh)
SolverFactory.register('contrib.gjh',
doc='Interface to the AMPL GJH "solver"')(GJHSolver)
def load():
DownloadFactory.register('mcpp')(get_mcpp)
ExtensionBuilderFactory.register('mcpp')(build_mcpp)