def MOIP(
variables : List[int], \
objectives : List[Dict[int, int]], \
inequations : List[Dict[int, int]], \
inequations_operators : List[str], \
equations : List[Dict[int, int]]
) -> MOIPProblem:
# use objectives make attribute matrix
attribute_matrix = []
for objective in objectives:
line = [0] * (len(variables))
for key, value in objective.items():
line[key] = value
# there was a constant_id = max_id + 1, then api do not work
# so I assume there's no constant in objective
attribute_matrix.append(line)
# load into the MOIP
# construct MOIP
MOIP = MOIPProblem(len(objectives), len(variables), 0)
# call load
MOIP.load(objectives, inequations, equations, False, None)
# ...load manually
MOIP.sparseInequationSensesList = inequations_operators
MOIP.attributeMatrix = attribute_matrix
# return
return MOIP
paretoOutputFile = '../result/{goalNum}-obj/Pareto_{goalNum}_{name}_{mode}.txt'.format(
goalNum=problemGoalNum, name=projectName, mode=modelingMode)
fullResultOutputFile = '../result/{goalNum}-obj/FullResult_{goalNum}_{name}_{mode}.txt'.format(
goalNum=problemGoalNum, name=projectName, mode=modelingMode)
reader = BiCriteriaProbReaderOR(inputPath)
reader.load()
reader.save(moipInputFile)
reader.displayFeatureNum()
reader.displayTestCaseNum()
reader.displayStmtNum()
reader.displayFaultNum()
reader.displayConstraintInequationNum()
reader.displayConstraintEquationNum()
prob = MOIPProblem(len(reader.objectNames), len(reader.featureNames),
len(reader.objectNames) - 1)
prob.displayObjectiveCount()
prob.displayFeatureCount()
prob.exetractFromFile(moipInputFile)
prob.displayObjectives()
#prob.displayVariableNames()
#prob.displayObjectiveSparseMapList()
prob.displaySparseInequationsMapListCount()
prob.displaySparseEquationsMapListCount()
#prob.displayAttributeMatrix()
time_start = time.time()
sol = CwmoipSol(prob)
sol.prepare()
sol.execute()
time_end = time.time()
#bug fixed here, rsltSol should not be returned as the constraints will be modified at the end of the method
#rsltSol = self.solver.solution
rsltXvar = cplex.solution.get_values()
rsltObj = cplex.solution.get_objective_value()
if origiCplex == None:
cplex.end()
else:
#remove the temp constraints
cplex.linear_constraints.delete(tempConstNames1)
cplex.linear_constraints.delete(tempConstNames2)
return (rsltObj, rsltXvar, rsltSolString)
if __name__ == "__main__":
prob = MOIPProblem(4, 1244, 3)
prob.displayObjectiveCount()
prob.displayFeatureCount()
prob.exetractFromFile("../test/parameter_ecos1.txt")
prob.displayObjectives()
prob.displayVariableNames()
#prob.displayObjectiveSparseMapList()
#prob.displaySparseInequationsMapList()
#prob.displaySparseEquationsMapList()
#prob.displayAttributeMatrix()
sol = NcgopSol(prob)
sol.prepare()
sol.execute()
sol.outputCplexParetoMap("../result/parameter_ecos1.txt")
sol.displaySolvingAttempts()
rsltXvar = []
rsltObj = float("+inf")
rsltSolString = self.solver.solution.get_status_string()
if (rsltSolString.find("optimal") >= 0):
#bug fixed here, rsltSol should not be returned as the constraints will be modified at the end of the method
#rsltSol = self.solver.solution
rsltXvar = self.solver.solution.get_values()
rsltObj = self.solver.solution.get_objective_value()
#remove the temp constraints
self.solver.linear_constraints.delete(tempConstrList)
return (rsltObj, rsltXvar, rsltSolString)
if __name__ == "__main__":
prob = MOIPProblem(4, 12, 3)
prob.displayObjectiveCount()
prob.displayFeatureCount()
prob.exetractFromFile("../test/parameter_js1.txt")
prob.displayObjectives()
prob.displayVariableNames()
prob.displayObjectiveSparseMapList()
prob.displaySparseInequationsMapList()
prob.displaySparseEquationsMapList()
prob.displayAttributeMatrix()
sol = CwmoipSol(prob)
sol.prepare()
sol.execute()
sol.outputCplexParetoMap("../result/Pareto_js1.txt")
sol.displaySolvingAttempts()
# -*- coding: utf-8 -*-
"""
Created on Thu Jun 14 10:03:21 2018
@author: Yinxing Xue
"""
from moipProb import MOIPProblem
from naiveSol import NaiveSol
if __name__ == "__main__":
prob = MOIPProblem(2, 7, 1)
prob.displayObjectiveCount()
prob.displayFeatureCount()
prob.exetractFromFile("../test/test_case/parameter_example.txt")
prob.displayObjectives()
prob.displayVariableNames()
prob.displayObjectiveSparseMapList()
prob.displaySparseInequationsMapList()
prob.displaySparseEquationsMapList()
prob.displayAttributeMatrix()
sol = NaiveSol(prob)
sol.prepare()
sol.execute()
sol.outputCplexParetoMap("../result/test_case/parameter_example.txt")
sol.displaySolvingAttempts()
sol.displayObjsBoundsDictionary()
sol.displayCplexSolutionSetSize()
sol.displayCplexResultMap()
sol.displayFullCplexResultMap()
sol.displayCplexParetoSet()