Re: minimize does not stop
Hao Wang <[email protected]> Mon, 18 Jul 2022 03:05:52 +0000
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--_006_SYZP282MB34505A5615EDAD3D7BBE4DF5BF8C9SYZP282MB3450AUSP_ Content-Type: multipart/related; boundary="_005_SYZP282MB34505A5615EDAD3D7BBE4DF5BF8C9SYZP282MB3450AUSP_"; type="multipart/alternative" --_005_SYZP282MB34505A5615EDAD3D7BBE4DF5BF8C9SYZP282MB3450AUSP_ Content-Type: multipart/alternative; boundary="_000_SYZP282MB34505A5615EDAD3D7BBE4DF5BF8C9SYZP282MB3450AUSP_" --_000_SYZP282MB34505A5615EDAD3D7BBE4DF5BF8C9SYZP282MB3450AUSP_ Content-Type: text/plain; charset="us-ascii" Content-Transfer-Encoding: quoted-printable Dear Andrew, Attached is the dataset. Please let me know if you can make it work. Bravo ! Hao Wang ________________________________ From: Andrew Nelson <[email protected]> Sent: Sunday, July 17, 2022 6:53 PM To: SciPy Users List <[email protected]> Subject: [SciPy-User] Re: minimize does not stop Unfortunately that is not a MWE, firstly because the example is a little bi= t convoluted, and secondly because it's using data from a file that we don'= t have. On Sun, 17 Jul 2022 at 18:24, Hao Wang <[email protected]<mailto:haow85@live.= com>> wrote: Here is the full list of the code (minimize function doesn't work) : from scipy.optimize import minimize import numpy as np import random def marx_reallocate(x_data): x_len =3D int(x_data[-2]) y_len =3D int(x_data[-1]) p_list =3D x_data[x_len+y_len:-2] print('marx_reallocate') x =3D p_list[0:x_len] y =3D p_list[x_len:x_len+y_len] a =3D x_data[0:x_len] b =3D x_data[x_len:x_len+y_len] sum_val =3D 0.0 for x_ind_0 in range(0, x.__len__()-1): for x_ind_1 in range(x_ind_0+1, x.__len__()): sum_val +=3D (x[x_ind_0] - a[x_ind_0] - x[x_ind_1] + a[x_ind_1]= )**2 for x_ind in range(0, x.__len__()): for y_ind in range(0, y.__len__()): sum_val +=3D (x[x_ind] - a[x_ind] - y[y_ind] - b[y_ind])**2 for y_ind_0 in range(0, y.__len__()-1): for y_ind_1 in range(y_ind_0+1, y.__len__()): sum_val +=3D (y[y_ind_0] + b[y_ind_0] - y[y_ind_1] - b[y_ind_1]= )**2 print(sum_val) return sum_val def cons_0(x_data): y_len =3D int(x_data[-1]) x_len =3D int(x_data[-2]) p_list =3D x_data[x_len+y_len:-2] return sum(np.array(p_list[:x_len])) - sum(np.array(p_list[x_len:x_len+= y_len])) def cons_1(x_data): y_len =3D int(x_data[-1]) x_len =3D int(x_data[-2]) a_list =3D x_data[:x_len] x_list =3D x_data[x_len:x_len+y_len] flag =3D 1 #a_list =3D p_list[0] #x_list =3D args[0] for a_val, x_val in zip(a_list, x_list): if a_val > x_val - 1e-7: flag =3D 0 return flag return flag def cons_2(x_data): y_len =3D int(x_data[-1]) x_len =3D int(x_data[-2]) flag =3D 1 b_list =3D x_data[x_len:x_len+y_len] y_list =3D x_data[2*x_len+y_len:2*(x_len+y_len)] for b_val, y_val in zip(b_list, y_list): if b_val > y_val - 1e-7: flag =3D 0 return flag return flag def cons_3(x_data): y_len =3D int(x_data[-1]) x_len =3D int(x_data[-2]) args =3D x_data[:x_len+y_len] p_list =3D x_data[x_len+y_len: 2*(x_len+y_len)] args_0 =3D args[:x_len] args_1 =3D args[x_len:x_len+y_len] p_list_0 =3D p_list[:x_len] p_list_1 =3D p_list[x_len:x_len+y_len] return sum( np.array(p_list_0) - args_0 ) + sum( np.array(p_list_1) - a= rgs_1 ) - 2.5*(x_len+y_len)*2.0 def compute_Marx(p_list): #print('Flag 0') x_list =3D [] y_list =3D [] for p_id in range(0, p_list[0].__len__()): x_list.append(random.random() * 5.0) for p_id in range(0, p_list[1].__len__()): y_list.append(random.random() * 5.0) #print('Flag 1') x0_data =3D x_list[:] x0_data.extend(y_list) cons =3D ({'type' : 'eq', 'fun' : cons_0}, {'type' : 'ineq', 'fun' : cons_1}, {'type' : 'ineq', 'fun' : cons_2}, {'type' : 'eq', 'fun' : cons_3} ) #print('Flag 2') #arg_tuple =3D (p_list, x_list.__len__(), y_list.__len__()) x0_data.extend(p_list[0]) x0_data.extend(p_list[1]) x0_data.extend([x_list.__len__(), y_list.__len__()]) #print(x0_data) res =3D minimize(fun=3Dmarx_reallocate, x0=3Dx0_data, method=3D'SLSQP',= tol=3D1e-4, constraints=3Dcons, options=3D{"maxiter":20, "disp":True}) #marx_reallocate(x0, (p_list, x_list.__len__(), y_list.__len__())) print(res) if __name__ =3D=3D '__main__': item_rank_list_large =3D [] item_rank_list_small =3D [] with open('LDOS.csv', 'r') as FILE: for line in FILE: data_rec =3D line.strip().split(',') user_id =3D int(data_rec[1]) item_id =3D int(data_rec[2]) rating_val =3D float(data_rec[3]) if rating_val > 2.5-1e-7: item_rank_list_large.append(rating_val) else: item_rank_list_small.append(rating_val) p_list =3D [] p_list.append(np.array(item_rank_list_large)) p_list.append(np.array(item_rank_list_small)) p_list =3D np.array(p_list, dtype=3D'object') compute_Marx(p_list) ________________________________ From: Andrew Nelson <[email protected]<mailto:[email protected]>> Sent: Saturday, July 16, 2022 8:46 PM To: SciPy Users List <[email protected]<mailto:[email protected]>> Subject: [SciPy-User] Re: minimize does not stop On Sun, 17 Jul 2022 at 09:24, Hao Wang <[email protected]<mailto:haow85@live.= com>> wrote: [cid:1820e92884e9fb5208b1] Would it be possible to provide a minimal working example so we could help = you further? _______________________________________________ SciPy-User mailing list -- [email protected]<mailto:[email protected]= rg> To unsubscribe send an email to [email protected]<mailto:scipy-us= [email protected]> https://mail.python.org/mailman3/lists/scipy-user.python.org/ Member address: [email protected]<mailto:[email protected]> -- _____________________________________ Dr. Andrew Nelson _____________________________________ --_000_SYZP282MB34505A5615EDAD3D7BBE4DF5BF8C9SYZP282MB3450AUSP_ Content-Type: text/html; charset="us-ascii" Content-Transfer-Encoding: quoted-printable <html> <head> <meta http-equiv=3D"Content-Type" content=3D"text/html; charset=3Dus-ascii"= > <style type=3D"text/css" style=3D"display:none;"> P {margin-top:0;margin-bo= ttom:0;} </style> </head> <body dir=3D"ltr"> <div style=3D"font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;= color: rgb(0, 0, 0);" class=3D"elementToProof"> Dear Andrew,</div> <div style=3D"font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;= color: rgb(0, 0, 0);" class=3D"elementToProof"> <br> </div> <div style=3D"font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;= color: rgb(0, 0, 0);" class=3D"elementToProof"> Attached is the dataset. Please let me know if you can make it work.</div> <div style=3D"font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;= color: rgb(0, 0, 0);" class=3D"elementToProof"> <br> </div> <div style=3D"font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;= color: rgb(0, 0, 0);" class=3D"elementToProof"> Bravo !</div> <div style=3D"font-family: Calibri, Helvetica, sans-serif; font-size: 12pt;= color: rgb(0, 0, 0);" class=3D"elementToProof"> Hao Wang<br> </div> <div id=3D"appendonsend"></div> <hr style=3D"display:inline-block;width:98%" tabindex=3D"-1"> <div id=3D"divRplyFwdMsg" dir=3D"ltr"><font face=3D"Calibri, sans-serif" st= yle=3D"font-size:11pt" color=3D"#000000"><b>From:</b> Andrew Nelson <and= [email protected]><br> <b>Sent:</b> Sunday, July 17, 2022 6:53 PM<br> <b>To:</b> SciPy Users List <[email protected]><br> <b>Subject:</b> [SciPy-User] Re: minimize does not stop</font> <div> </div> </div> <div> <div dir=3D"ltr">Unfortunately that is not a MWE, firstly because the examp= le is a little bit convoluted, and secondly because it's using data from a = file that we don't have.</div> <br> <div class=3D"x_gmail_quote"> <div dir=3D"ltr" class=3D"x_gmail_attr">On Sun, 17 Jul 2022 at 18:24, Hao W= ang <<a href=3D"mailto:[email protected]">[email protected]</a>> wrote:<b= r> </div> <blockquote class=3D"x_gmail_quote" style=3D"margin:0px 0px 0px 0.8ex; bord= er-left:1px solid rgb(204,204,204); padding-left:1ex"> <div dir=3D"ltr"> <div style=3D"font-family:Calibri,Helvetica,sans-serif; font-size:12pt; col= or:rgb(0,0,0)"> Here is the full list of the code (minimize function doesn't work) : <br> </div> <div style=3D"font-family:Calibri,Helvetica,sans-serif; font-size:12pt; col= or:rgb(0,0,0)"> <br> </div> <div style=3D"font-family:Calibri,Helvetica,sans-serif; font-size:12pt; col= or:rgb(0,0,0)"> from scipy.optimize import minimize <div>import numpy as np</div> <div>import random</div> <div><br> </div> <div>def marx_reallocate(x_data):</div> <div> </div> <div> x_len =3D int(x_data[-2])</div> <div> y_len =3D int(x_data[-1])</div> <div><br> </div> <div> p_list =3D x_data[x_len+y_len:-2]</div> <div><br> </div> <div> print('marx_reallocate')</div> <div><br> </div> <div> x =3D p_list[0:x_len]</div> <div> y =3D p_list[x_len:x_len+y_len]</div> <div><br> </div> <div> a =3D x_data[0:x_len]</div> <div> b =3D x_data[x_len:x_len+y_len]</div> <div><br> </div> <div> sum_val =3D 0.0</div> <div><br> </div> <div> for x_ind_0 in range(0, x.__len__()-1):</div> <div> for x_ind_1 in range(x_ind_0+1, x.__len__(= )):</div> <div> sum_val +=3D (x[x_ind_0] - a= [x_ind_0] - x[x_ind_1] + a[x_ind_1])**2</div> <div><br> </div> <div> for x_ind in range(0, x.__len__()):</div> <div> for y_ind in range(0, y.__len__()):</div> <div> sum_val +=3D (x[x_ind] - a[x= _ind] - y[y_ind] - b[y_ind])**2</div> <div><br> </div> <div> for y_ind_0 in range(0, y.__len__()-1):</div> <div> for y_ind_1 in range(y_ind_0+1, y.__len__(= )):</div> <div> sum_val +=3D (y[y_ind_0] + b= [y_ind_0] - y[y_ind_1] - b[y_ind_1])**2</div> <div><br> </div> <div> print(sum_val)</div> <div><br> </div> <div> return sum_val</div> <div><br> </div> <div>def cons_0(x_data):</div> <div><br> </div> <div> y_len =3D int(x_data[-1])</div> <div> x_len =3D int(x_data[-2])</div> <div><br> </div> <div> p_list =3D x_data[x_len+y_len:-2]</div> <div><br> </div> <div> return sum(np.array(p_list[:x_len])) - sum(np.array(p_li= st[x_len:x_len+y_len]))</div> <div><br> </div> <div>def cons_1(x_data):</div> <div><br> </div> <div> y_len =3D int(x_data[-1])</div> <div> x_len =3D int(x_data[-2])</div> <div><br> </div> <div> a_list =3D x_data[:x_len]</div> <div> x_list =3D x_data[x_len:x_len+y_len]</div> <div><br> </div> <div> flag =3D 1</div> <div> #a_list =3D p_list[0]</div> <div> #x_list =3D args[0]</div> <div><br> </div> <div> for a_val, x_val in zip(a_list, x_list):</div> <div> if a_val > x_val - 1e-7:</div> <div> flag =3D 0</div> <div> return flag</div> <div><br> </div> <div> return flag</div> <div><br> </div> <div>def cons_2(x_data):</div> <div><br> </div> <div> y_len =3D int(x_data[-1])</div> <div> x_len =3D int(x_data[-2])</div> <div><br> </div> <div> flag =3D 1</div> <div><br> </div> <div> b_list =3D x_data[x_len:x_len+y_len]</div> <div> y_list =3D x_data[2*x_len+y_len:2*(x_len+y_len)]</div> <div><br> </div> <div> for b_val, y_val in zip(b_list, y_list):</div> <div> if b_val > y_val - 1e-7:</div> <div> flag =3D 0</div> <div> return flag</div> <div><br> </div> <div> return flag</div> <div><br> </div> <div>def cons_3(x_data):</div> <div><br> </div> <div> y_len =3D int(x_data[-1])</div> <div> x_len =3D int(x_data[-2])</div> <div><br> </div> <div> args =3D x_data[:x_len+y_len]</div> <div> p_list =3D x_data[x_len+y_len: 2*(x_len+y_len)]</div> <div><br> </div> <div> args_0 =3D args[:x_len]</div> <div> args_1 =3D args[x_len:x_len+y_len]</div> <div><br> </div> <div> p_list_0 =3D p_list[:x_len]</div> <div> p_list_1 =3D p_list[x_len:x_len+y_len]</div> <div><br> </div> <div> return sum( np.array(p_list_0) - args_0 ) + sum( np.arra= y(p_list_1) - args_1 ) - 2.5*(x_len+y_len)*2.0</div> <div><br> </div> <div>def compute_Marx(p_list):</div> <div><br> </div> <div> #print('Flag 0')</div> <div><br> </div> <div> x_list =3D []</div> <div> y_list =3D []</div> <div><br> </div> <div> for p_id in range(0, p_list[0].__len__()):</div> <div> x_list.append(random.random() * 5.0)</div> <div><br> </div> <div> for p_id in range(0, p_list[1].__len__()):</div> <div> y_list.append(random.random() * 5.0)</div> <div><br> </div> <div> #print('Flag 1')</div> <div><br> </div> <div> x0_data =3D x_list[:]</div> <div> x0_data.extend(y_list)</div> <div><br> </div> <div> cons =3D ({'type' : 'eq', 'fun' : cons_0},</div> <div> {'type' : 'ineq', 'fun' : co= ns_1},</div> <div> {'type' : 'ineq', 'fun' : co= ns_2},</div> <div> {'type' : 'eq', 'fun' : cons= _3}</div> <div> )</div> <div><br> </div> <div> #print('Flag 2')</div> <div><br> </div> <div> #arg_tuple =3D (p_list, x_list.__len__(), y_list.__len__= ())</div> <div><br> </div> <div> x0_data.extend(p_list[0])</div> <div> x0_data.extend(p_list[1])</div> <div> x0_data.extend([x_list.__len__(), y_list.__len__()])</di= v> <div><br> </div> <div> #print(x0_data)</div> <div><br> </div> <div> res =3D minimize(fun=3Dmarx_reallocate, x0=3Dx0_data, me= thod=3D'SLSQP', tol=3D1e-4, constraints=3Dcons, options=3D{"maxiter&qu= ot;:20, "disp":True})</div> <div> </div> <div> #marx_reallocate(x0, (p_list, x_list.__len__(), y_list._= _len__()))</div> <div><br> </div> <div> print(res)</div> <div><br> </div> <div>if __name__ =3D=3D '__main__':</div> <div><br> </div> <div> item_rank_list_large =3D []</div> <div> item_rank_list_small =3D []</div> <div><br> </div> <div> with open('LDOS.csv', 'r') as FILE:</div> <div> for line in FILE:</div> <div> data_rec =3D line.strip().sp= lit(',')</div> <div> user_id =3D int(data_rec[1])= </div> <div> item_id =3D int(data_rec[2])= </div> <div> rating_val =3D float(data_re= c[3])</div> <div> if rating_val > 2.5-1e-7:= </div> <div> item_rank_list= _large.append(rating_val)</div> <div> else:</div> <div> item_rank_list= _small.append(rating_val)</div> <div> </div> <div> p_list =3D []</div> <div> p_list.append(np.array(item_rank_list_large))</div> <div> p_list.append(np.array(item_rank_list_small))</div> <div> p_list =3D np.array(p_list, dtype=3D'object')</div> <div><br> </div> <div> compute_Marx(p_list)</div> <br> </div> <div id=3D"x_gmail-m_426290688831851966appendonsend"></div> <hr style=3D"display:inline-block; width:98%"> <div id=3D"x_gmail-m_426290688831851966divRplyFwdMsg" dir=3D"ltr"><font fac= e=3D"Calibri, sans-serif" color=3D"#000000" style=3D"font-size:11pt"><b>Fro= m:</b> Andrew Nelson <<a href=3D"mailto:[email protected]" target=3D"_b= lank">[email protected]</a>><br> <b>Sent:</b> Saturday, July 16, 2022 8:46 PM<br> <b>To:</b> SciPy Users List <<a href=3D"mailto:[email protected]" ta= rget=3D"_blank">[email protected]</a>><br> <b>Subject:</b> [SciPy-User] Re: minimize does not stop</font> <div> </div> </div> <div> <div dir=3D"ltr"> <div dir=3D"ltr"><br> </div> <div> <div dir=3D"ltr">On Sun, 17 Jul 2022 at 09:24, Hao Wang <<a href=3D"mail= to:[email protected]" target=3D"_blank">[email protected]</a>> wrote:</div> <blockquote style=3D"margin:0px 0px 0px 0.8ex; border-left:1px solid rgb(20= 4,204,204); padding-left:1ex"> <div dir=3D"ltr"> <div style=3D"font-family:Calibri,Helvetica,sans-serif; font-size:12pt; col= or:rgb(0,0,0)"> <img style=3D"max-width:100%" data-outlook-trace=3D"F:1|T:1" src=3D"cid:182= 0e92884e9fb5208b1"><span style=3D"color:rgb(34,34,34); font-family:Arial,He= lvetica,sans-serif; font-size:small"></span></div> </div> </blockquote> <div><br> </div> <div>Would it be possible to provide a minimal working example so we could = help you further?</div> <div><br> </div> <div><br> </div> </div> </div> </div> </div> _______________________________________________<br> SciPy-User mailing list -- <a href=3D"mailto:[email protected]" target= =3D"_blank"> [email protected]</a><br> To unsubscribe send an email to <a href=3D"mailto:[email protected]= rg" target=3D"_blank"> [email protected]</a><br> <a href=3D"https://mail.python.org/mailman3/lists/scipy-user.python.org/" r= el=3D"noreferrer" target=3D"_blank">https://mail.python.org/mailman3/lists/= scipy-user.python.org/</a><br> Member address: <a href=3D"mailto:[email protected]" target=3D"_blank">and= [email protected]</a><br> </blockquote> </div> <br clear=3D"all"> <div><br> </div> -- <br> <div dir=3D"ltr" class=3D"x_gmail_signature">______________________________= _______<br> Dr. Andrew Nelson<br> <br> <br> _____________________________________</div> </div> </body> </html> --_000_SYZP282MB34505A5615EDAD3D7BBE4DF5BF8C9SYZP282MB3450AUSP_-- --_005_SYZP282MB34505A5615EDAD3D7BBE4DF5BF8C9SYZP282MB3450AUSP_ Content-Type: image/png; name="Outlook-puewvwog.png" Content-Description: Outlook-puewvwog.png Content-Disposition: inline; filename="Outlook-puewvwog.png"; size=36890; creation-date="Sun, 17 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