From e93e9801313bbd93f6f13f97fe812f22d2d4a75f Mon Sep 17 00:00:00 2001 From: Morten Hjorth-Jensen Date: Fri, 18 Nov 2022 05:50:27 +0100 Subject: [PATCH] small adjustment --- doc/pub/week46/html/._week46-bs027.html | 1 + doc/pub/week46/html/._week46-bs028.html | 2 +- doc/pub/week46/html/week46-reveal.html | 3 +- doc/pub/week46/html/week46-solarized.html | 3 +- doc/pub/week46/html/week46.html | 3 +- doc/pub/week46/ipynb/ipynb-week46-src.tar.gz | Bin 191 -> 192 bytes doc/pub/week46/ipynb/week46.ipynb | 565 ++++++++++--------- doc/src/week46/week46.do.txt | 3 +- 8 files changed, 293 insertions(+), 287 deletions(-) diff --git a/doc/pub/week46/html/._week46-bs027.html b/doc/pub/week46/html/._week46-bs027.html index 67c6d2dbc..4928edd57 100644 --- a/doc/pub/week46/html/._week46-bs027.html +++ b/doc/pub/week46/html/._week46-bs027.html @@ -322,6 +322,7 @@ sol = solvers.< # Extract optimal value and solution sol['x'] sol['primal objective'] +print(sol['x'] ) diff --git a/doc/pub/week46/html/._week46-bs028.html b/doc/pub/week46/html/._week46-bs028.html index bdcceb480..be1fe7ce4 100644 --- a/doc/pub/week46/html/._week46-bs028.html +++ b/doc/pub/week46/html/._week46-bs028.html @@ -272,7 +272,7 @@ $$ With the slack constants this leads to the additional constraint \( 0\leq \lambda_i \leq C \).

-

Using the CVXOPT library, the matrix \( P \) would then be defined by the

+

Using the CVXOPT library, the matrix \( P \) would then be defined by the above matrix while the KKT conditions would all be collected by the matrix \( G \).

diff --git a/doc/pub/week46/html/week46-reveal.html b/doc/pub/week46/html/week46-reveal.html index cadbcab88..490897c8f 100644 --- a/doc/pub/week46/html/week46-reveal.html +++ b/doc/pub/week46/html/week46-reveal.html @@ -1566,6 +1566,7 @@ sol = solvers.qp(P,q,G,h) # Extract optimal value and solution sol['x'] sol['primal objective'] +print(sol['x'] ) @@ -1602,7 +1603,7 @@ $$ With the slack constants this leads to the additional constraint \( 0\leq \lambda_i \leq C \).

-

Using the CVXOPT library, the matrix \( P \) would then be defined by the

+

Using the CVXOPT library, the matrix \( P \) would then be defined by the above matrix while the KKT conditions would all be collected by the matrix \( G \).

diff --git a/doc/pub/week46/html/week46-solarized.html b/doc/pub/week46/html/week46-solarized.html index cdd324db1..b86b3a7d5 100644 --- a/doc/pub/week46/html/week46-solarized.html +++ b/doc/pub/week46/html/week46-solarized.html @@ -1432,6 +1432,7 @@ sol = solvers.qp(P,q,G,h) # Extract optimal value and solution sol['x'] sol['primal objective'] +print(sol['x'] ) @@ -1466,7 +1467,7 @@ $$ With the slack constants this leads to the additional constraint \( 0\leq \lambda_i \leq C \).

-

Using the CVXOPT library, the matrix \( P \) would then be defined by the

+

Using the CVXOPT library, the matrix \( P \) would then be defined by the above matrix while the KKT conditions would all be collected by the matrix \( G \).











Basic ideas of the Principal Component Analysis (PCA)

diff --git a/doc/pub/week46/html/week46.html b/doc/pub/week46/html/week46.html index 4c4cd146c..c816d0a94 100644 --- a/doc/pub/week46/html/week46.html +++ b/doc/pub/week46/html/week46.html @@ -1509,6 +1509,7 @@ sol = solvers.< # Extract optimal value and solution sol['x'] sol['primal objective'] +print(sol['x'] ) @@ -1543,7 +1544,7 @@ $$ With the slack constants this leads to the additional constraint \( 0\leq \lambda_i \leq C \).

-

Using the CVXOPT library, the matrix \( P \) would then be defined by the

+

Using the CVXOPT library, the matrix \( P \) would then be defined by the above matrix while the KKT conditions would all be collected by the matrix \( G \).











Basic ideas of the Principal Component Analysis (PCA)

diff --git a/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz b/doc/pub/week46/ipynb/ipynb-week46-src.tar.gz index 8ef71aa5cf3b4640dc74fc8b0995a1b3170278e6..75b8a32030a97cfa8c1119e70894b7eb1038a543 100644 GIT binary patch delta 120 zcmV-;0Ehp-0l)zUABzY82M>`3QE4cpCBbgVdF_;yAaoC+D3n)5i%Z;E abF!jwN&M?)f*=TjuRQ>Ps(Sta2mk=(?=-3a delta 119 zcmV--0Eqv<0lxtTABzY8=?jqtQD}&z3wd?K@bGN*B;u(l`H@V007S}HogD= diff --git a/doc/pub/week46/ipynb/week46.ipynb b/doc/pub/week46/ipynb/week46.ipynb index 0ee920abd..c518b9766 100644 --- a/doc/pub/week46/ipynb/week46.ipynb +++ b/doc/pub/week46/ipynb/week46.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "3614fed4", + "id": "f1f39e40", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "2df1f243", + "id": "92d63d3f", "metadata": { "editable": true }, @@ -29,7 +29,7 @@ }, { "cell_type": "markdown", - "id": "0f4ec7cf", + "id": "01254abd", "metadata": { "editable": true }, @@ -60,7 +60,7 @@ }, { "cell_type": "markdown", - "id": "b9739524", + "id": "37001601", "metadata": { "editable": true }, @@ -94,7 +94,7 @@ }, { "cell_type": "markdown", - "id": "e945967a", + "id": "86b9ddfd", "metadata": { "editable": true }, @@ -116,7 +116,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "91ae9a0f", + "id": "76dd64fd", "metadata": { "collapsed": false, "editable": true @@ -195,7 +195,7 @@ }, { "cell_type": "markdown", - "id": "3f4d3de6", + "id": "0de60a6b", "metadata": { "editable": true }, @@ -215,7 +215,7 @@ }, { "cell_type": "markdown", - "id": "3e4e4c44", + "id": "a2003761", "metadata": { "editable": true }, @@ -227,7 +227,7 @@ }, { "cell_type": "markdown", - "id": "5b02b3e8", + "id": "74f11ea8", "metadata": { "editable": true }, @@ -240,7 +240,7 @@ }, { "cell_type": "markdown", - "id": "5cca3c43", + "id": "8ea2af05", "metadata": { "editable": true }, @@ -252,7 +252,7 @@ }, { "cell_type": "markdown", - "id": "531a4f79", + "id": "35d83737", "metadata": { "editable": true }, @@ -265,7 +265,7 @@ }, { "cell_type": "markdown", - "id": "0e73f5f5", + "id": "220e8f5b", "metadata": { "editable": true }, @@ -277,7 +277,7 @@ }, { "cell_type": "markdown", - "id": "5fa7c734", + "id": "f45a19ce", "metadata": { "editable": true }, @@ -289,7 +289,7 @@ }, { "cell_type": "markdown", - "id": "7a65651d", + "id": "64cf56dc", "metadata": { "editable": true }, @@ -301,7 +301,7 @@ }, { "cell_type": "markdown", - "id": "f5e46c00", + "id": "fb3a6f5f", "metadata": { "editable": true }, @@ -311,7 +311,7 @@ }, { "cell_type": "markdown", - "id": "5b5e4615", + "id": "a94461f9", "metadata": { "editable": true }, @@ -323,7 +323,7 @@ }, { "cell_type": "markdown", - "id": "818578d4", + "id": "52b13d2d", "metadata": { "editable": true }, @@ -334,7 +334,7 @@ }, { "cell_type": "markdown", - "id": "738f3905", + "id": "790305f1", "metadata": { "editable": true }, @@ -346,7 +346,7 @@ }, { "cell_type": "markdown", - "id": "71364ae6", + "id": "efae66c5", "metadata": { "editable": true }, @@ -359,7 +359,7 @@ }, { "cell_type": "markdown", - "id": "bccbbf42", + "id": "a701d8b3", "metadata": { "editable": true }, @@ -371,7 +371,7 @@ }, { "cell_type": "markdown", - "id": "9a385d5f", + "id": "0b2700db", "metadata": { "editable": true }, @@ -381,7 +381,7 @@ }, { "cell_type": "markdown", - "id": "f41d1e6a", + "id": "cc4927e3", "metadata": { "editable": true }, @@ -410,7 +410,7 @@ }, { "cell_type": "markdown", - "id": "fbdf8514", + "id": "ab6ab422", "metadata": { "editable": true }, @@ -422,7 +422,7 @@ }, { "cell_type": "markdown", - "id": "171b1a42", + "id": "dc4f51d2", "metadata": { "editable": true }, @@ -434,7 +434,7 @@ }, { "cell_type": "markdown", - "id": "ba8120fe", + "id": "9c926574", "metadata": { "editable": true }, @@ -448,7 +448,7 @@ }, { "cell_type": "markdown", - "id": "69827ef6", + "id": "ec80a32b", "metadata": { "editable": true }, @@ -460,7 +460,7 @@ }, { "cell_type": "markdown", - "id": "5d166685", + "id": "0a1a0a34", "metadata": { "editable": true }, @@ -474,7 +474,7 @@ }, { "cell_type": "markdown", - "id": "29914809", + "id": "b8073435", "metadata": { "editable": true }, @@ -486,7 +486,7 @@ }, { "cell_type": "markdown", - "id": "7f28ccba", + "id": "ae2d2f7e", "metadata": { "editable": true }, @@ -496,7 +496,7 @@ }, { "cell_type": "markdown", - "id": "d368096e", + "id": "93689e2f", "metadata": { "editable": true }, @@ -508,7 +508,7 @@ }, { "cell_type": "markdown", - "id": "4cc2df00", + "id": "7e2464f1", "metadata": { "editable": true }, @@ -518,7 +518,7 @@ }, { "cell_type": "markdown", - "id": "d8ebcb66", + "id": "c4a3c0c8", "metadata": { "editable": true }, @@ -530,7 +530,7 @@ }, { "cell_type": "markdown", - "id": "a0d462e8", + "id": "35c9919d", "metadata": { "editable": true }, @@ -542,7 +542,7 @@ }, { "cell_type": "markdown", - "id": "44f4cbc8", + "id": "54b1389f", "metadata": { "editable": true }, @@ -554,7 +554,7 @@ }, { "cell_type": "markdown", - "id": "a4a4a378", + "id": "31ea9a15", "metadata": { "editable": true }, @@ -564,7 +564,7 @@ }, { "cell_type": "markdown", - "id": "ec14e67b", + "id": "e2a8f63a", "metadata": { "editable": true }, @@ -576,7 +576,7 @@ }, { "cell_type": "markdown", - "id": "f02c2074", + "id": "68c08406", "metadata": { "editable": true }, @@ -586,7 +586,7 @@ }, { "cell_type": "markdown", - "id": "b364770f", + "id": "3b27abe5", "metadata": { "editable": true }, @@ -600,7 +600,7 @@ }, { "cell_type": "markdown", - "id": "07867c0c", + "id": "4e49043b", "metadata": { "editable": true }, @@ -619,7 +619,7 @@ }, { "cell_type": "markdown", - "id": "ca46fef8", + "id": "5c2b06fc", "metadata": { "editable": true }, @@ -635,7 +635,7 @@ }, { "cell_type": "markdown", - "id": "febdcadc", + "id": "964436e2", "metadata": { "editable": true }, @@ -647,7 +647,7 @@ }, { "cell_type": "markdown", - "id": "e977f23b", + "id": "02bfdeed", "metadata": { "editable": true }, @@ -659,7 +659,7 @@ }, { "cell_type": "markdown", - "id": "0dcd8f48", + "id": "dd5c8a43", "metadata": { "editable": true }, @@ -671,7 +671,7 @@ }, { "cell_type": "markdown", - "id": "cc9a0b4b", + "id": "b6bf98c3", "metadata": { "editable": true }, @@ -681,7 +681,7 @@ }, { "cell_type": "markdown", - "id": "ce2e80ed", + "id": "fe20eab1", "metadata": { "editable": true }, @@ -693,7 +693,7 @@ }, { "cell_type": "markdown", - "id": "110a6584", + "id": "f10cf192", "metadata": { "editable": true }, @@ -704,7 +704,7 @@ }, { "cell_type": "markdown", - "id": "779a67cf", + "id": "e4c993c8", "metadata": { "editable": true }, @@ -716,7 +716,7 @@ }, { "cell_type": "markdown", - "id": "fd2cff89", + "id": "3073d0da", "metadata": { "editable": true }, @@ -729,7 +729,7 @@ }, { "cell_type": "markdown", - "id": "a2d6d919", + "id": "0c11e29b", "metadata": { "editable": true }, @@ -742,7 +742,7 @@ }, { "cell_type": "markdown", - "id": "e1a566af", + "id": "b7fad697", "metadata": { "editable": true }, @@ -754,7 +754,7 @@ }, { "cell_type": "markdown", - "id": "3e9545b6", + "id": "2ea071f6", "metadata": { "editable": true }, @@ -764,7 +764,7 @@ }, { "cell_type": "markdown", - "id": "6fa5c746", + "id": "28d4e566", "metadata": { "editable": true }, @@ -776,7 +776,7 @@ }, { "cell_type": "markdown", - "id": "d94c21a0", + "id": "38a7f8d1", "metadata": { "editable": true }, @@ -786,7 +786,7 @@ }, { "cell_type": "markdown", - "id": "7a53d084", + "id": "074215ad", "metadata": { "editable": true }, @@ -798,7 +798,7 @@ }, { "cell_type": "markdown", - "id": "6ae2917a", + "id": "9766bcf6", "metadata": { "editable": true }, @@ -815,7 +815,7 @@ }, { "cell_type": "markdown", - "id": "ba1cb2ea", + "id": "0b3b6b43", "metadata": { "editable": true }, @@ -827,7 +827,7 @@ }, { "cell_type": "markdown", - "id": "7e4d5ce8", + "id": "e4b1f393", "metadata": { "editable": true }, @@ -837,7 +837,7 @@ }, { "cell_type": "markdown", - "id": "1ce4fbbe", + "id": "ab95c870", "metadata": { "editable": true }, @@ -849,7 +849,7 @@ }, { "cell_type": "markdown", - "id": "ead43937", + "id": "fe2a8178", "metadata": { "editable": true }, @@ -859,7 +859,7 @@ }, { "cell_type": "markdown", - "id": "3ba90243", + "id": "b24f68f8", "metadata": { "editable": true }, @@ -871,7 +871,7 @@ }, { "cell_type": "markdown", - "id": "38bfb014", + "id": "b9578d5c", "metadata": { "editable": true }, @@ -884,7 +884,7 @@ }, { "cell_type": "markdown", - "id": "97f85102", + "id": "4106fee9", "metadata": { "editable": true }, @@ -896,7 +896,7 @@ }, { "cell_type": "markdown", - "id": "612518ed", + "id": "043c45d6", "metadata": { "editable": true }, @@ -908,7 +908,7 @@ }, { "cell_type": "markdown", - "id": "4d4c65e1", + "id": "fbd8a711", "metadata": { "editable": true }, @@ -918,7 +918,7 @@ }, { "cell_type": "markdown", - "id": "b36717cd", + "id": "5100984c", "metadata": { "editable": true }, @@ -932,7 +932,7 @@ }, { "cell_type": "markdown", - "id": "d29c141c", + "id": "f1d462d7", "metadata": { "editable": true }, @@ -942,7 +942,7 @@ }, { "cell_type": "markdown", - "id": "81dc5bdb", + "id": "08a143b2", "metadata": { "editable": true }, @@ -954,7 +954,7 @@ }, { "cell_type": "markdown", - "id": "3b571878", + "id": "80a3fb84", "metadata": { "editable": true }, @@ -964,7 +964,7 @@ }, { "cell_type": "markdown", - "id": "391d2e41", + "id": "3ff2c12f", "metadata": { "editable": true }, @@ -976,7 +976,7 @@ }, { "cell_type": "markdown", - "id": "91d82a39", + "id": "0b821f75", "metadata": { "editable": true }, @@ -986,7 +986,7 @@ }, { "cell_type": "markdown", - "id": "48f3c01a", + "id": "7aaea46b", "metadata": { "editable": true }, @@ -998,7 +998,7 @@ }, { "cell_type": "markdown", - "id": "e24ae50f", + "id": "3f27294a", "metadata": { "editable": true }, @@ -1012,7 +1012,7 @@ }, { "cell_type": "markdown", - "id": "8f2aec83", + "id": "a4557b2c", "metadata": { "editable": true }, @@ -1024,7 +1024,7 @@ }, { "cell_type": "markdown", - "id": "1f412fc1", + "id": "1e09b6d0", "metadata": { "editable": true }, @@ -1035,7 +1035,7 @@ }, { "cell_type": "markdown", - "id": "4f22ab8c", + "id": "e0e50688", "metadata": { "editable": true }, @@ -1047,7 +1047,7 @@ }, { "cell_type": "markdown", - "id": "25dbf02c", + "id": "f38091d3", "metadata": { "editable": true }, @@ -1059,7 +1059,7 @@ }, { "cell_type": "markdown", - "id": "9025139a", + "id": "562d0594", "metadata": { "editable": true }, @@ -1071,7 +1071,7 @@ }, { "cell_type": "markdown", - "id": "41c4f457", + "id": "6090d9e2", "metadata": { "editable": true }, @@ -1081,7 +1081,7 @@ }, { "cell_type": "markdown", - "id": "2fd778d2", + "id": "3354c9d2", "metadata": { "editable": true }, @@ -1093,7 +1093,7 @@ }, { "cell_type": "markdown", - "id": "25ee57b8", + "id": "ed4f542d", "metadata": { "editable": true }, @@ -1103,7 +1103,7 @@ }, { "cell_type": "markdown", - "id": "c4fa0f82", + "id": "99cfc469", "metadata": { "editable": true }, @@ -1115,7 +1115,7 @@ }, { "cell_type": "markdown", - "id": "6b316c6b", + "id": "b4ca58f4", "metadata": { "editable": true }, @@ -1126,7 +1126,7 @@ }, { "cell_type": "markdown", - "id": "32e88164", + "id": "8904211f", "metadata": { "editable": true }, @@ -1138,7 +1138,7 @@ }, { "cell_type": "markdown", - "id": "b6605e9f", + "id": "a95a58ca", "metadata": { "editable": true }, @@ -1152,7 +1152,7 @@ }, { "cell_type": "markdown", - "id": "ae46cc04", + "id": "041aff29", "metadata": { "editable": true }, @@ -1164,7 +1164,7 @@ }, { "cell_type": "markdown", - "id": "ca510ae5", + "id": "9c167d76", "metadata": { "editable": true }, @@ -1176,7 +1176,7 @@ }, { "cell_type": "markdown", - "id": "60338152", + "id": "5fb5dca7", "metadata": { "editable": true }, @@ -1186,7 +1186,7 @@ }, { "cell_type": "markdown", - "id": "e3af4835", + "id": "38d9b0ab", "metadata": { "editable": true }, @@ -1203,7 +1203,7 @@ }, { "cell_type": "markdown", - "id": "5712a336", + "id": "80cd3ba5", "metadata": { "editable": true }, @@ -1214,7 +1214,7 @@ }, { "cell_type": "markdown", - "id": "7652fd8b", + "id": "e5e4f5eb", "metadata": { "editable": true }, @@ -1227,7 +1227,7 @@ }, { "cell_type": "markdown", - "id": "f9bf0584", + "id": "02aa9970", "metadata": { "editable": true }, @@ -1239,7 +1239,7 @@ }, { "cell_type": "markdown", - "id": "1d9476f2", + "id": "8e8f5225", "metadata": { "editable": true }, @@ -1249,7 +1249,7 @@ }, { "cell_type": "markdown", - "id": "a4e9720d", + "id": "cfd8e8e5", "metadata": { "editable": true }, @@ -1261,7 +1261,7 @@ }, { "cell_type": "markdown", - "id": "9b41a2eb", + "id": "491fdf17", "metadata": { "editable": true }, @@ -1271,7 +1271,7 @@ }, { "cell_type": "markdown", - "id": "287eb437", + "id": "6cc25ee0", "metadata": { "editable": true }, @@ -1283,7 +1283,7 @@ }, { "cell_type": "markdown", - "id": "ece8f73a", + "id": "8db77aaf", "metadata": { "editable": true }, @@ -1293,7 +1293,7 @@ }, { "cell_type": "markdown", - "id": "3c8022f1", + "id": "9362634e", "metadata": { "editable": true }, @@ -1305,7 +1305,7 @@ }, { "cell_type": "markdown", - "id": "8e1d2453", + "id": "5330b233", "metadata": { "editable": true }, @@ -1315,7 +1315,7 @@ }, { "cell_type": "markdown", - "id": "d6d8f7b2", + "id": "ac7962e2", "metadata": { "editable": true }, @@ -1327,7 +1327,7 @@ }, { "cell_type": "markdown", - "id": "d9125e6f", + "id": "1b4af977", "metadata": { "editable": true }, @@ -1337,7 +1337,7 @@ }, { "cell_type": "markdown", - "id": "b0f600fc", + "id": "b50ac789", "metadata": { "editable": true }, @@ -1357,7 +1357,7 @@ }, { "cell_type": "markdown", - "id": "8615e71c", + "id": "69e45a6a", "metadata": { "editable": true }, @@ -1369,7 +1369,7 @@ }, { "cell_type": "markdown", - "id": "886f6eeb", + "id": "2f4ae0cb", "metadata": { "editable": true }, @@ -1379,7 +1379,7 @@ }, { "cell_type": "markdown", - "id": "2179b47f", + "id": "6998dae5", "metadata": { "editable": true }, @@ -1391,7 +1391,7 @@ }, { "cell_type": "markdown", - "id": "c4597962", + "id": "bcf30951", "metadata": { "editable": true }, @@ -1407,7 +1407,7 @@ }, { "cell_type": "markdown", - "id": "41c7c865", + "id": "936a588c", "metadata": { "editable": true }, @@ -1419,7 +1419,7 @@ }, { "cell_type": "markdown", - "id": "fe3af149", + "id": "460d61d0", "metadata": { "editable": true }, @@ -1431,7 +1431,7 @@ }, { "cell_type": "markdown", - "id": "65488042", + "id": "9adc770d", "metadata": { "editable": true }, @@ -1441,7 +1441,7 @@ }, { "cell_type": "markdown", - "id": "4d8e66dc", + "id": "9c780028", "metadata": { "editable": true }, @@ -1453,7 +1453,7 @@ }, { "cell_type": "markdown", - "id": "60e3cace", + "id": "8310f236", "metadata": { "editable": true }, @@ -1465,7 +1465,7 @@ }, { "cell_type": "markdown", - "id": "6645e8bd", + "id": "51246d74", "metadata": { "editable": true }, @@ -1477,7 +1477,7 @@ }, { "cell_type": "markdown", - "id": "859ed940", + "id": "c5244f35", "metadata": { "editable": true }, @@ -1487,7 +1487,7 @@ }, { "cell_type": "markdown", - "id": "a41ab84f", + "id": "8c1bd0e6", "metadata": { "editable": true }, @@ -1499,7 +1499,7 @@ }, { "cell_type": "markdown", - "id": "bb74bb04", + "id": "745ac250", "metadata": { "editable": true }, @@ -1509,7 +1509,7 @@ }, { "cell_type": "markdown", - "id": "18930619", + "id": "5ca6fad8", "metadata": { "editable": true }, @@ -1521,7 +1521,7 @@ }, { "cell_type": "markdown", - "id": "9dc7d9bf", + "id": "16b980b1", "metadata": { "editable": true }, @@ -1531,7 +1531,7 @@ }, { "cell_type": "markdown", - "id": "f4e55e01", + "id": "d11cc483", "metadata": { "editable": true }, @@ -1543,7 +1543,7 @@ }, { "cell_type": "markdown", - "id": "b5c81384", + "id": "aedc18f2", "metadata": { "editable": true }, @@ -1554,7 +1554,7 @@ }, { "cell_type": "markdown", - "id": "a5ad73d2", + "id": "7d098955", "metadata": { "editable": true }, @@ -1566,7 +1566,7 @@ }, { "cell_type": "markdown", - "id": "6ce7ddf1", + "id": "891a2130", "metadata": { "editable": true }, @@ -1578,7 +1578,7 @@ }, { "cell_type": "markdown", - "id": "f6e8bfde", + "id": "ae325807", "metadata": { "editable": true }, @@ -1588,7 +1588,7 @@ }, { "cell_type": "markdown", - "id": "92897855", + "id": "73b7c827", "metadata": { "editable": true }, @@ -1600,7 +1600,7 @@ }, { "cell_type": "markdown", - "id": "d8d59523", + "id": "75a1f505", "metadata": { "editable": true }, @@ -1626,7 +1626,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "4e6f7055", + "id": "187c0c9b", "metadata": { "collapsed": false, "editable": true @@ -1683,7 +1683,7 @@ }, { "cell_type": "markdown", - "id": "cfc7e4bf", + "id": "3a36f736", "metadata": { "editable": true }, @@ -1695,7 +1695,7 @@ }, { "cell_type": "markdown", - "id": "b1840d02", + "id": "a1d9362d", "metadata": { "editable": true }, @@ -1707,7 +1707,7 @@ }, { "cell_type": "markdown", - "id": "39753dc6", + "id": "2c303717", "metadata": { "editable": true }, @@ -1717,7 +1717,7 @@ }, { "cell_type": "markdown", - "id": "e8cc234c", + "id": "cd39daf7", "metadata": { "editable": true }, @@ -1729,7 +1729,7 @@ }, { "cell_type": "markdown", - "id": "9c15df96", + "id": "dc155f27", "metadata": { "editable": true }, @@ -1739,7 +1739,7 @@ }, { "cell_type": "markdown", - "id": "d3c72b88", + "id": "bba34e97", "metadata": { "editable": true }, @@ -1751,7 +1751,7 @@ }, { "cell_type": "markdown", - "id": "73d9afd2", + "id": "4032f2e5", "metadata": { "editable": true }, @@ -1762,7 +1762,7 @@ }, { "cell_type": "markdown", - "id": "8f9aeabc", + "id": "cde1498b", "metadata": { "editable": true }, @@ -1774,7 +1774,7 @@ }, { "cell_type": "markdown", - "id": "b3e019ef", + "id": "169dace0", "metadata": { "editable": true }, @@ -1784,7 +1784,7 @@ }, { "cell_type": "markdown", - "id": "428e7b0b", + "id": "5ce5d0b5", "metadata": { "editable": true }, @@ -1796,7 +1796,7 @@ }, { "cell_type": "markdown", - "id": "7c15aecd", + "id": "584bba0d", "metadata": { "editable": true }, @@ -1814,7 +1814,7 @@ }, { "cell_type": "markdown", - "id": "f9c5e20c", + "id": "5981be3c", "metadata": { "editable": true }, @@ -1825,7 +1825,7 @@ }, { "cell_type": "markdown", - "id": "a8bb0541", + "id": "17b4392c", "metadata": { "editable": true }, @@ -1837,7 +1837,7 @@ }, { "cell_type": "markdown", - "id": "9832f93c", + "id": "7ab27402", "metadata": { "editable": true }, @@ -1847,7 +1847,7 @@ }, { "cell_type": "markdown", - "id": "18803cd9", + "id": "fe458181", "metadata": { "editable": true }, @@ -1864,7 +1864,7 @@ }, { "cell_type": "markdown", - "id": "823fdfee", + "id": "0fb36ea4", "metadata": { "editable": true }, @@ -1878,7 +1878,7 @@ }, { "cell_type": "markdown", - "id": "c4f657e1", + "id": "0b9a16b0", "metadata": { "editable": true }, @@ -1893,7 +1893,7 @@ }, { "cell_type": "markdown", - "id": "f988081e", + "id": "9f3f57d1", "metadata": { "editable": true }, @@ -1905,7 +1905,7 @@ }, { "cell_type": "markdown", - "id": "5c10fccd", + "id": "294d9f65", "metadata": { "editable": true }, @@ -1933,7 +1933,7 @@ }, { "cell_type": "markdown", - "id": "8bfddaed", + "id": "ddceec6b", "metadata": { "editable": true }, @@ -1945,7 +1945,7 @@ }, { "cell_type": "markdown", - "id": "25817d0f", + "id": "752cdf86", "metadata": { "editable": true }, @@ -1960,7 +1960,7 @@ }, { "cell_type": "markdown", - "id": "ff8542ab", + "id": "8c39d290", "metadata": { "editable": true }, @@ -1971,7 +1971,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "808206a0", + "id": "1371089b", "metadata": { "collapsed": false, "editable": true @@ -2170,7 +2170,7 @@ }, { "cell_type": "markdown", - "id": "bcbbc274", + "id": "9155305a", "metadata": { "editable": true }, @@ -2182,7 +2182,7 @@ }, { "cell_type": "markdown", - "id": "198a48d4", + "id": "cd0dd310", "metadata": { "editable": true }, @@ -2197,7 +2197,7 @@ }, { "cell_type": "markdown", - "id": "6d54c8ef", + "id": "94ea1a99", "metadata": { "editable": true }, @@ -2214,7 +2214,7 @@ }, { "cell_type": "markdown", - "id": "ff5e2e3a", + "id": "8757d8c0", "metadata": { "editable": true }, @@ -2235,7 +2235,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "e51dc1ce", + "id": "7e41170c", "metadata": { "collapsed": false, "editable": true @@ -2248,7 +2248,7 @@ }, { "cell_type": "markdown", - "id": "2822ce23", + "id": "dd992f79", "metadata": { "editable": true }, @@ -2258,7 +2258,7 @@ }, { "cell_type": "markdown", - "id": "e316c2a6", + "id": "ea6f4f17", "metadata": { "editable": true }, @@ -2270,7 +2270,7 @@ }, { "cell_type": "markdown", - "id": "d991f764", + "id": "a71fdaff", "metadata": { "editable": true }, @@ -2285,7 +2285,7 @@ }, { "cell_type": "markdown", - "id": "12aa5841", + "id": "a6e4c226", "metadata": { "editable": true }, @@ -2295,7 +2295,7 @@ }, { "cell_type": "markdown", - "id": "4ab0f4a6", + "id": "934d82f3", "metadata": { "editable": true }, @@ -2314,7 +2314,7 @@ }, { "cell_type": "markdown", - "id": "cecc7b77", + "id": "895bc464", "metadata": { "editable": true }, @@ -2324,7 +2324,7 @@ }, { "cell_type": "markdown", - "id": "5408d684", + "id": "ea66f663", "metadata": { "editable": true }, @@ -2336,7 +2336,7 @@ }, { "cell_type": "markdown", - "id": "0a1869a3", + "id": "bece3995", "metadata": { "editable": true }, @@ -2346,7 +2346,7 @@ }, { "cell_type": "markdown", - "id": "8bcf37e0", + "id": "eb798e7a", "metadata": { "editable": true }, @@ -2358,7 +2358,7 @@ }, { "cell_type": "markdown", - "id": "32dcd49c", + "id": "4f1bc3bb", "metadata": { "editable": true }, @@ -2368,7 +2368,7 @@ }, { "cell_type": "markdown", - "id": "fb913ceb", + "id": "6c98f383", "metadata": { "editable": true }, @@ -2380,7 +2380,7 @@ }, { "cell_type": "markdown", - "id": "1b137cc8", + "id": "3b8ac20a", "metadata": { "editable": true }, @@ -2391,7 +2391,7 @@ }, { "cell_type": "markdown", - "id": "1673b8e0", + "id": "4ec2a6a6", "metadata": { "editable": true }, @@ -2403,7 +2403,7 @@ }, { "cell_type": "markdown", - "id": "e7e0cf29", + "id": "53fb7035", "metadata": { "editable": true }, @@ -2415,7 +2415,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "1d123516", + "id": "cc95b7c8", "metadata": { "collapsed": false, "editable": true @@ -2434,12 +2434,13 @@ "sol = solvers.qp(P,q,G,h)\n", "# Extract optimal value and solution\n", "sol['x'] \n", - "sol['primal objective']" + "sol['primal objective']\n", + "print(sol['x'] )" ] }, { "cell_type": "markdown", - "id": "4fd691c4", + "id": "0c87542d", "metadata": { "editable": true }, @@ -2451,7 +2452,7 @@ }, { "cell_type": "markdown", - "id": "d78fca36", + "id": "50ee5da5", "metadata": { "editable": true }, @@ -2468,7 +2469,7 @@ }, { "cell_type": "markdown", - "id": "9ea22582", + "id": "9875d1dc", "metadata": { "editable": true }, @@ -2477,12 +2478,12 @@ "$\\boldsymbol{y}=[y_1,y_2,\\dots,y_n]$. \n", "With the slack constants this leads to the additional constraint $0\\leq \\lambda_i \\leq C$.\n", "\n", - "Using the **CVXOPT** library, the matrix $P$ would then be defined by the" + "Using the **CVXOPT** library, the matrix $P$ would then be defined by the above matrix while the KKT conditions would all be collected by the matrix $G$." ] }, { "cell_type": "markdown", - "id": "9ae691c4", + "id": "28726041", "metadata": { "editable": true }, @@ -2509,7 +2510,7 @@ }, { "cell_type": "markdown", - "id": "56563f02", + "id": "d978eeac", "metadata": { "editable": true }, @@ -2525,7 +2526,7 @@ }, { "cell_type": "markdown", - "id": "b77aa8f1", + "id": "80db28a4", "metadata": { "editable": true }, @@ -2539,7 +2540,7 @@ }, { "cell_type": "markdown", - "id": "9d453e4d", + "id": "097819d3", "metadata": { "editable": true }, @@ -2549,7 +2550,7 @@ }, { "cell_type": "markdown", - "id": "ea2da471", + "id": "e746ea49", "metadata": { "editable": true }, @@ -2561,7 +2562,7 @@ }, { "cell_type": "markdown", - "id": "d1bedfc7", + "id": "7333c095", "metadata": { "editable": true }, @@ -2571,7 +2572,7 @@ }, { "cell_type": "markdown", - "id": "2956e82c", + "id": "d632966d", "metadata": { "editable": true }, @@ -2583,7 +2584,7 @@ }, { "cell_type": "markdown", - "id": "af2da82c", + "id": "0543df3d", "metadata": { "editable": true }, @@ -2593,7 +2594,7 @@ }, { "cell_type": "markdown", - "id": "ffee0669", + "id": "9b7027c1", "metadata": { "editable": true }, @@ -2607,7 +2608,7 @@ }, { "cell_type": "markdown", - "id": "f39d1b75", + "id": "4a4f48d7", "metadata": { "editable": true }, @@ -2622,7 +2623,7 @@ }, { "cell_type": "markdown", - "id": "fd722528", + "id": "bca9cee9", "metadata": { "editable": true }, @@ -2634,7 +2635,7 @@ }, { "cell_type": "markdown", - "id": "e80917f7", + "id": "06a6dd29", "metadata": { "editable": true }, @@ -2647,7 +2648,7 @@ }, { "cell_type": "markdown", - "id": "70effa43", + "id": "2105d639", "metadata": { "editable": true }, @@ -2661,7 +2662,7 @@ }, { "cell_type": "markdown", - "id": "625763ed", + "id": "a3eee68c", "metadata": { "editable": true }, @@ -2671,7 +2672,7 @@ }, { "cell_type": "markdown", - "id": "80119b7a", + "id": "072feb8a", "metadata": { "editable": true }, @@ -2683,7 +2684,7 @@ }, { "cell_type": "markdown", - "id": "bb820b38", + "id": "4b24094f", "metadata": { "editable": true }, @@ -2702,7 +2703,7 @@ }, { "cell_type": "markdown", - "id": "94f4a560", + "id": "4d8ee2b5", "metadata": { "editable": true }, @@ -2714,7 +2715,7 @@ }, { "cell_type": "markdown", - "id": "82c73733", + "id": "6094f53c", "metadata": { "editable": true }, @@ -2726,7 +2727,7 @@ }, { "cell_type": "markdown", - "id": "f1eab58b", + "id": "4c4505d0", "metadata": { "editable": true }, @@ -2736,7 +2737,7 @@ }, { "cell_type": "markdown", - "id": "eba180e0", + "id": "829097d7", "metadata": { "editable": true }, @@ -2748,7 +2749,7 @@ }, { "cell_type": "markdown", - "id": "2c44854e", + "id": "ed108851", "metadata": { "editable": true }, @@ -2762,7 +2763,7 @@ }, { "cell_type": "markdown", - "id": "31d96819", + "id": "95e01fea", "metadata": { "editable": true }, @@ -2781,7 +2782,7 @@ }, { "cell_type": "markdown", - "id": "c173343b", + "id": "f4714a68", "metadata": { "editable": true }, @@ -2793,7 +2794,7 @@ }, { "cell_type": "markdown", - "id": "0cd49759", + "id": "ad24ff7b", "metadata": { "editable": true }, @@ -2812,7 +2813,7 @@ }, { "cell_type": "markdown", - "id": "1c9a30ef", + "id": "996fb4b4", "metadata": { "editable": true }, @@ -2828,7 +2829,7 @@ }, { "cell_type": "markdown", - "id": "ec75c516", + "id": "59fd3d2a", "metadata": { "editable": true }, @@ -2846,7 +2847,7 @@ }, { "cell_type": "markdown", - "id": "0570bbc9", + "id": "0c41f7df", "metadata": { "editable": true }, @@ -2861,7 +2862,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "f060717c", + "id": "2748907d", "metadata": { "collapsed": false, "editable": true @@ -2882,7 +2883,7 @@ }, { "cell_type": "markdown", - "id": "32ab2c29", + "id": "ee18b064", "metadata": { "editable": true }, @@ -2899,7 +2900,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "59e3cba5", + "id": "933d4a1c", "metadata": { "collapsed": false, "editable": true @@ -2931,7 +2932,7 @@ }, { "cell_type": "markdown", - "id": "9a30fe10", + "id": "52a7803c", "metadata": { "editable": true }, @@ -2945,7 +2946,7 @@ }, { "cell_type": "markdown", - "id": "a6997a28", + "id": "353e87bc", "metadata": { "editable": true }, @@ -2958,7 +2959,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "bcb92e3e", + "id": "7d5b07f0", "metadata": { "collapsed": false, "editable": true @@ -2982,7 +2983,7 @@ }, { "cell_type": "markdown", - "id": "2fd01a9c", + "id": "4a33c294", "metadata": { "editable": true }, @@ -2995,7 +2996,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "cab36804", + "id": "eebb9c1e", "metadata": { "collapsed": false, "editable": true @@ -3049,7 +3050,7 @@ }, { "cell_type": "markdown", - "id": "df77f283", + "id": "2d3e36c0", "metadata": { "editable": true }, @@ -3064,7 +3065,7 @@ }, { "cell_type": "markdown", - "id": "2030ab84", + "id": "82cd7ebe", "metadata": { "editable": true }, @@ -3076,7 +3077,7 @@ }, { "cell_type": "markdown", - "id": "aada3def", + "id": "c8fe9819", "metadata": { "editable": true }, @@ -3088,7 +3089,7 @@ }, { "cell_type": "markdown", - "id": "8d0732f2", + "id": "0ffbbed1", "metadata": { "editable": true }, @@ -3098,7 +3099,7 @@ }, { "cell_type": "markdown", - "id": "e0475b3c", + "id": "de8e3cc9", "metadata": { "editable": true }, @@ -3115,7 +3116,7 @@ }, { "cell_type": "markdown", - "id": "61fe43d8", + "id": "e01249ec", "metadata": { "editable": true }, @@ -3127,7 +3128,7 @@ }, { "cell_type": "markdown", - "id": "427ba753", + "id": "538a04b0", "metadata": { "editable": true }, @@ -3142,7 +3143,7 @@ }, { "cell_type": "markdown", - "id": "73f1789a", + "id": "e155d809", "metadata": { "editable": true }, @@ -3152,7 +3153,7 @@ }, { "cell_type": "markdown", - "id": "7838d670", + "id": "5558f48c", "metadata": { "editable": true }, @@ -3166,7 +3167,7 @@ }, { "cell_type": "markdown", - "id": "068b24a8", + "id": "1bca3032", "metadata": { "editable": true }, @@ -3178,7 +3179,7 @@ }, { "cell_type": "markdown", - "id": "2eaa93f7", + "id": "bbecf0f6", "metadata": { "editable": true }, @@ -3190,7 +3191,7 @@ }, { "cell_type": "markdown", - "id": "58afdc2b", + "id": "a3a3ab0d", "metadata": { "editable": true }, @@ -3202,7 +3203,7 @@ }, { "cell_type": "markdown", - "id": "ccd37b52", + "id": "b893aded", "metadata": { "editable": true }, @@ -3217,7 +3218,7 @@ }, { "cell_type": "markdown", - "id": "8a4827c0", + "id": "eeadb7d8", "metadata": { "editable": true }, @@ -3229,7 +3230,7 @@ }, { "cell_type": "markdown", - "id": "c0a93b0b", + "id": "ba4c03ae", "metadata": { "editable": true }, @@ -3239,7 +3240,7 @@ }, { "cell_type": "markdown", - "id": "8e55c545", + "id": "3a788b7f", "metadata": { "editable": true }, @@ -3251,7 +3252,7 @@ }, { "cell_type": "markdown", - "id": "6df860b0", + "id": "1104daac", "metadata": { "editable": true }, @@ -3261,7 +3262,7 @@ }, { "cell_type": "markdown", - "id": "ca39a876", + "id": "c9ed6db5", "metadata": { "editable": true }, @@ -3273,7 +3274,7 @@ }, { "cell_type": "markdown", - "id": "c6671353", + "id": "ed897072", "metadata": { "editable": true }, @@ -3311,7 +3312,7 @@ }, { "cell_type": "markdown", - "id": "f6d17cd6", + "id": "ff702ab2", "metadata": { "editable": true }, @@ -3324,7 +3325,7 @@ }, { "cell_type": "markdown", - "id": "8516778b", + "id": "06dc6b42", "metadata": { "editable": true }, @@ -3338,7 +3339,7 @@ }, { "cell_type": "markdown", - "id": "469a125c", + "id": "04407b76", "metadata": { "editable": true }, @@ -3350,7 +3351,7 @@ }, { "cell_type": "markdown", - "id": "9e6817c6", + "id": "5228e923", "metadata": { "editable": true }, @@ -3363,7 +3364,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "a4495e13", + "id": "8592774d", "metadata": { "collapsed": false, "editable": true @@ -3382,7 +3383,7 @@ }, { "cell_type": "markdown", - "id": "b8c2fdba", + "id": "f0ebc399", "metadata": { "editable": true }, @@ -3392,7 +3393,7 @@ }, { "cell_type": "markdown", - "id": "4491a96b", + "id": "17f41af2", "metadata": { "editable": true }, @@ -3404,7 +3405,7 @@ }, { "cell_type": "markdown", - "id": "8544e2dc", + "id": "1f7f0973", "metadata": { "editable": true }, @@ -3416,7 +3417,7 @@ }, { "cell_type": "markdown", - "id": "b1ea1f0f", + "id": "f15f3178", "metadata": { "editable": true }, @@ -3426,7 +3427,7 @@ }, { "cell_type": "markdown", - "id": "cbb9f701", + "id": "55246445", "metadata": { "editable": true }, @@ -3438,7 +3439,7 @@ }, { "cell_type": "markdown", - "id": "c4cf5e21", + "id": "02f72674", "metadata": { "editable": true }, @@ -3452,7 +3453,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "6af9680c", + "id": "b314b0fd", "metadata": { "collapsed": false, "editable": true @@ -3468,7 +3469,7 @@ }, { "cell_type": "markdown", - "id": "d8159aab", + "id": "38c7a77e", "metadata": { "editable": true }, @@ -3487,7 +3488,7 @@ }, { "cell_type": "markdown", - "id": "71ec4777", + "id": "ea7382fa", "metadata": { "editable": true }, @@ -3499,7 +3500,7 @@ }, { "cell_type": "markdown", - "id": "f5f434cc", + "id": "a71325ac", "metadata": { "editable": true }, @@ -3511,7 +3512,7 @@ }, { "cell_type": "markdown", - "id": "d0336042", + "id": "2b461f6b", "metadata": { "editable": true }, @@ -3523,7 +3524,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "bf2710f7", + "id": "0eab82b4", "metadata": { "collapsed": false, "editable": true @@ -3536,7 +3537,7 @@ }, { "cell_type": "markdown", - "id": "7817ef09", + "id": "1906dde5", "metadata": { "editable": true }, @@ -3548,7 +3549,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "79b90921", + "id": "e09e5da0", "metadata": { "collapsed": false, "editable": true @@ -3572,7 +3573,7 @@ }, { "cell_type": "markdown", - "id": "b49ef7d7", + "id": "bc053213", "metadata": { "editable": true }, @@ -3585,7 +3586,7 @@ }, { "cell_type": "markdown", - "id": "3a9cd7e1", + "id": "54acda0c", "metadata": { "editable": true }, @@ -3609,7 +3610,7 @@ }, { "cell_type": "markdown", - "id": "60d77dc9", + "id": "1a8ca023", "metadata": { "editable": true }, @@ -3621,7 +3622,7 @@ }, { "cell_type": "markdown", - "id": "b21e038c", + "id": "c4bdd5c7", "metadata": { "editable": true }, @@ -3631,7 +3632,7 @@ }, { "cell_type": "markdown", - "id": "34508a2b", + "id": "a5e3c034", "metadata": { "editable": true }, @@ -3649,7 +3650,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "d68f2900", + "id": "601c09dd", "metadata": { "collapsed": false, "editable": true @@ -3681,7 +3682,7 @@ }, { "cell_type": "markdown", - "id": "7fbda3b2", + "id": "1b859e3f", "metadata": { "editable": true }, @@ -3691,7 +3692,7 @@ }, { "cell_type": "markdown", - "id": "b0e21868", + "id": "b6d9c97a", "metadata": { "editable": true }, @@ -3715,7 +3716,7 @@ }, { "cell_type": "markdown", - "id": "088c95ff", + "id": "7792e082", "metadata": { "editable": true }, @@ -3739,7 +3740,7 @@ }, { "cell_type": "markdown", - "id": "60c158de", + "id": "54bd9e4f", "metadata": { "editable": true }, @@ -3751,7 +3752,7 @@ }, { "cell_type": "markdown", - "id": "0108665f", + "id": "bb52b494", "metadata": { "editable": true }, @@ -3761,7 +3762,7 @@ }, { "cell_type": "markdown", - "id": "b0af0801", + "id": "4a5b8521", "metadata": { "editable": true }, @@ -3773,7 +3774,7 @@ }, { "cell_type": "markdown", - "id": "ef00763d", + "id": "219427fb", "metadata": { "editable": true }, @@ -3783,7 +3784,7 @@ }, { "cell_type": "markdown", - "id": "b9f53312", + "id": "76eb5bb9", "metadata": { "editable": true }, @@ -3795,7 +3796,7 @@ }, { "cell_type": "markdown", - "id": "be2f0bc9", + "id": "6bdaca84", "metadata": { "editable": true }, @@ -3805,7 +3806,7 @@ }, { "cell_type": "markdown", - "id": "cb504882", + "id": "36804506", "metadata": { "editable": true }, @@ -3817,7 +3818,7 @@ }, { "cell_type": "markdown", - "id": "374616f3", + "id": "3762acb8", "metadata": { "editable": true }, @@ -3843,7 +3844,7 @@ }, { "cell_type": "markdown", - "id": "ed3de948", + "id": "f8cdee52", "metadata": { "editable": true }, @@ -3862,7 +3863,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "5f8d12e2", + "id": "a2ce64da", "metadata": { "collapsed": false, "editable": true @@ -3897,7 +3898,7 @@ }, { "cell_type": "markdown", - "id": "4b6bb43a", + "id": "cec40586", "metadata": { "editable": true }, @@ -3914,7 +3915,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "9d6a1a44", + "id": "0282cb1e", "metadata": { "collapsed": false, "editable": true @@ -3927,7 +3928,7 @@ }, { "cell_type": "markdown", - "id": "a89e13ef", + "id": "0794f954", "metadata": { "editable": true }, @@ -3942,7 +3943,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "b30f257b", + "id": "536daaae", "metadata": { "collapsed": false, "editable": true @@ -3958,7 +3959,7 @@ }, { "cell_type": "markdown", - "id": "79ecaea2", + "id": "219c8925", "metadata": { "editable": true }, @@ -3971,7 +3972,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "f29c5921", + "id": "32587a9b", "metadata": { "collapsed": false, "editable": true @@ -3983,7 +3984,7 @@ }, { "cell_type": "markdown", - "id": "efd9846b", + "id": "1fc4a519", "metadata": { "editable": true }, @@ -3995,7 +3996,7 @@ }, { "cell_type": "markdown", - "id": "8bc7555f", + "id": "544842d0", "metadata": { "editable": true }, @@ -4008,7 +4009,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "4684b55a", + "id": "7a13a028", "metadata": { "collapsed": false, "editable": true @@ -4047,7 +4048,7 @@ }, { "cell_type": "markdown", - "id": "fa658fe4", + "id": "c1ed7e36", "metadata": { "editable": true }, @@ -4065,7 +4066,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "6932c22b", + "id": "255b04bf", "metadata": { "collapsed": false, "editable": true @@ -4080,7 +4081,7 @@ }, { "cell_type": "markdown", - "id": "505f0694", + "id": "268fa8b1", "metadata": { "editable": true }, @@ -4093,7 +4094,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "2dc35fb0", + "id": "50a04fce", "metadata": { "collapsed": false, "editable": true @@ -4106,7 +4107,7 @@ }, { "cell_type": "markdown", - "id": "0599d93f", + "id": "dd40ea05", "metadata": { "editable": true }, @@ -4122,7 +4123,7 @@ }, { "cell_type": "markdown", - "id": "0af8eb15", + "id": "ea97fd97", "metadata": { "editable": true }, @@ -4137,7 +4138,7 @@ }, { "cell_type": "markdown", - "id": "dd1ce2cf", + "id": "484207e2", "metadata": { "editable": true }, @@ -4158,7 +4159,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "c188a392", + "id": "03652c41", "metadata": { "collapsed": false, "editable": true @@ -4172,7 +4173,7 @@ }, { "cell_type": "markdown", - "id": "9aa51c0d", + "id": "ed6c943a", "metadata": { "editable": true }, diff --git a/doc/src/week46/week46.do.txt b/doc/src/week46/week46.do.txt index a6c68f0ec..d9d160f9b 100644 --- a/doc/src/week46/week46.do.txt +++ b/doc/src/week46/week46.do.txt @@ -1140,6 +1140,7 @@ sol = solvers.qp(P,q,G,h) # Extract optimal value and solution sol['x'] sol['primal objective'] +print(sol['x'] ) !ec !split @@ -1160,7 +1161,7 @@ subject to $\bm{y}^T\bm{\lambda}=0$. Here we defined the vectors $\bm{\lambda} = $\bm{y}=[y_1,y_2,\dots,y_n]$. With the slack constants this leads to the additional constraint $0\leq \lambda_i \leq C$. -Using the _CVXOPT_ library, the matrix $P$ would then be defined by the +Using the _CVXOPT_ library, the matrix $P$ would then be defined by the above matrix while the KKT conditions would all be collected by the matrix $G$.