CVXPY DCP Rules Violation on high number Variable/matrix on quad_form












0















The follow code works fine with n=10, but gives DCP rules violation error with n=150, any ideas?



import numpy as np
from cvxpy import *
np.random.seed(1)
n = 10
mu = np.abs(np.random.randn(n, 1))
Sigma = np.ones((n, n))
w = Variable(n, boolean=True)
gamma = 1
ret = mu.T*w
risk = quad_form(w, Sigma)
prob = Problem(Maximize(ret - gamma*risk))
prob.solve()









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  • What version of cvxpy are you using import cvxpy; cvxpy.__version__? n=150 works for me with cvxpy 1.0.10.

    – Jacques Kvam
    Nov 17 '18 at 21:20
















0















The follow code works fine with n=10, but gives DCP rules violation error with n=150, any ideas?



import numpy as np
from cvxpy import *
np.random.seed(1)
n = 10
mu = np.abs(np.random.randn(n, 1))
Sigma = np.ones((n, n))
w = Variable(n, boolean=True)
gamma = 1
ret = mu.T*w
risk = quad_form(w, Sigma)
prob = Problem(Maximize(ret - gamma*risk))
prob.solve()









share|improve this question

























  • What version of cvxpy are you using import cvxpy; cvxpy.__version__? n=150 works for me with cvxpy 1.0.10.

    – Jacques Kvam
    Nov 17 '18 at 21:20














0












0








0








The follow code works fine with n=10, but gives DCP rules violation error with n=150, any ideas?



import numpy as np
from cvxpy import *
np.random.seed(1)
n = 10
mu = np.abs(np.random.randn(n, 1))
Sigma = np.ones((n, n))
w = Variable(n, boolean=True)
gamma = 1
ret = mu.T*w
risk = quad_form(w, Sigma)
prob = Problem(Maximize(ret - gamma*risk))
prob.solve()









share|improve this question
















The follow code works fine with n=10, but gives DCP rules violation error with n=150, any ideas?



import numpy as np
from cvxpy import *
np.random.seed(1)
n = 10
mu = np.abs(np.random.randn(n, 1))
Sigma = np.ones((n, n))
w = Variable(n, boolean=True)
gamma = 1
ret = mu.T*w
risk = quad_form(w, Sigma)
prob = Problem(Maximize(ret - gamma*risk))
prob.solve()






cvxpy






share|improve this question















share|improve this question













share|improve this question




share|improve this question








edited Nov 18 '18 at 14:09









Jacques Kvam

1,24811021




1,24811021










asked Nov 17 '18 at 2:28









siyusiyu

514




514













  • What version of cvxpy are you using import cvxpy; cvxpy.__version__? n=150 works for me with cvxpy 1.0.10.

    – Jacques Kvam
    Nov 17 '18 at 21:20



















  • What version of cvxpy are you using import cvxpy; cvxpy.__version__? n=150 works for me with cvxpy 1.0.10.

    – Jacques Kvam
    Nov 17 '18 at 21:20

















What version of cvxpy are you using import cvxpy; cvxpy.__version__? n=150 works for me with cvxpy 1.0.10.

– Jacques Kvam
Nov 17 '18 at 21:20





What version of cvxpy are you using import cvxpy; cvxpy.__version__? n=150 works for me with cvxpy 1.0.10.

– Jacques Kvam
Nov 17 '18 at 21:20












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