CVXPY DCP Rules Violation on high number Variable/matrix on quad_form
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
add a comment |
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
What version of cvxpy are you usingimport cvxpy; cvxpy.__version__
?n=150
works for me with cvxpy 1.0.10.
– Jacques Kvam
Nov 17 '18 at 21:20
add a comment |
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
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
cvxpy
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 usingimport cvxpy; cvxpy.__version__
?n=150
works for me with cvxpy 1.0.10.
– Jacques Kvam
Nov 17 '18 at 21:20
add a comment |
What version of cvxpy are you usingimport 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
add a comment |
0
active
oldest
votes
Your Answer
StackExchange.ifUsing("editor", function () {
StackExchange.using("externalEditor", function () {
StackExchange.using("snippets", function () {
StackExchange.snippets.init();
});
});
}, "code-snippets");
StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "1"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});
function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: true,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: 10,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});
}
});
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53347644%2fcvxpy-dcp-rules-violation-on-high-number-variable-matrix-on-quad-form%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
Thanks for contributing an answer to Stack Overflow!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53347644%2fcvxpy-dcp-rules-violation-on-high-number-variable-matrix-on-quad-form%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
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