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[Choco-users] choco-user

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Re: [Choco-users] Choco and Visualization

[<Arn...@un...>]

Hello,

The visualization did work at some point, but I am afraid that it was a 
long time ago.
Actually, I have never succeeded to use it.
I do not know if Choco3 proposes this feature, but you will have to look 
at the source code if you want to use it with Choco2.

Best regards,
Arnaud Malapert

Le 19/04/2014 18:05, Ilyess Bachiri a écrit :
> Hello,
>
> I'm using Choco 2.1.5 and I felt the need to visualize the search tree
> explored by the solver to find the solution. To generate the xml files
> needed by cpviz (configuration.xml, visualisation.xml, tree.xml) I
> refered to the Chapter 5 of the documentation. I tryed the same example
> proposed in the section 5.3 (SendMoreMoney) but the files I get by
> executing the code do not match the ones shown in the example. The files
> I get contain less information, basically just the basic declaration and
> nothing about the visited nodes, the backtracks, etc.
>
> Again, I litterally did a copy paste from the documentation and I get
> errors. Is it some kind of bug, or am I missing something?
>
> Thanks a lot for your help.
>
> Ilyess Bachiri
>
> ------------------------------------------------------------------------------
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[Choco-users] Choco and Visualization

[Ilyess B. <ily...@sr...>]

Hello,

I'm using Choco 2.1.5 and I felt the need to visualize the search tree 
explored by the solver to find the solution. To generate the xml files 
needed by cpviz (configuration.xml, visualisation.xml, tree.xml) I 
refered to the Chapter 5 of the documentation. I tryed the same example 
proposed in the section 5.3 (SendMoreMoney) but the files I get by 
executing the code do not match the ones shown in the example. The files 
I get contain less information, basically just the basic declaration and 
nothing about the visited nodes, the backtracks, etc.

Again, I litterally did a copy paste from the documentation and I get 
errors. Is it some kind of bug, or am I missing something?

Thanks a lot for your help.

Ilyess Bachiri

[Choco-users] JSR 331 in Choco ??

[Maurice D. <Mau...@en...>]

Bonjour à tous,

I just learnt (thanks to Guillaume Rochort) that the JSR 331 (Constraint
Programming API) is in the "Proposed Final Draft" state.
I see Also Jussien that is in the expert list!

So my question are:

- Are the jsr331 API already (or about to be) in the choco distrib?
- What are the project for the jsr331 and Choco?

-- Maurice

[Choco-users] Choco.mult takes a long time for "large" domains

[Joost G. <jpt...@gm...>]

Hello,

I have the following CSP :
	- three integer variables:  v1, v2, v3 (all with a domain of 0..1000)
	- one constraint: v1 = v2 * v3. 

Solving this in Choco 2.1.1 takes about 30871ms on my (admittedly oldish) macbook. It is a lot longer than i expected. Any explanation for this? Find my code below. 

many thanks!
Joost Geurts

	public Test() {
		System.out.println("start test");
		CPModel model = new CPModel();
		Solver solver = new CPSolver();
		
		//int max = 100 // finds a solution in 37ms
		int max = 1000; // 30871ms
		
		IntegerVariable v1 = Choco.makeIntVar("v1", 0, max);
		IntegerVariable v2 = Choco.makeIntVar("v2", 0, max);
		IntegerVariable v3 = Choco.makeIntVar("v3", 0, max);
		model.addVariable(v1);
		model.addVariable(v2);
		model.addVariable(v2);
		
		//model.addConstraint(Choco.eq(v1, Choco.plus(v2,v3)));
		model.addConstraint(Choco.eq(v1, Choco.mult(v2,v3)));
		solver.read(model);
		
		System.out.println("start solving");	
		solver.solve();
		solver.checkSolution();
		System.out.println(solver.pretty());
	}

output:
Pb[3 vars, 0 tasks, 1 cons]
Limits  Solutions: 1
  Time (ms): 30871
  Nodes: 4
  Backtracks: 0
  Restarts: 0
==== VARIABLES ====
v1:0[1]{0}
v2:0[1]{0}
v3:0[1]{0}
==== TASKS ====
==== CONSTRAINTS ====
GAC3rmValidLarge({v1:0[1]{0}, v2:0[1]{0}, v3:0[1]{0}}) relation: 

[Choco-users] Datacenter energy saving using Choco

[Corentin D. <cor...@cr...>]

Hello,
I'm working in a project that aims to reduce the energy consumption in a 
datacenter.
The main idea is to move the Virtual Machines from one server to 
another. This allows us to shut down some servers,
reallocate workload to "greener" servers, etc. Until now, we use some 
home made algorithms.
But my idea is now to use a constraint programming framework to separate 
the constraints from the algorithms...
So I'm trying Choco to see if it's adequate for my problem.

Here is my first try:
/
         //Constant declaration
         int nbServers = 8; // number of servers
         int nbVMs = 8; // number of VMs

         // Build the model
         CPModel m = new CPModel();

         //RAM available on each server
         int[] serverRAMs = new int[nbServers];
         for(int i = 0; i<nbServers; i++)
             serverRAMs[i] = 100;

         //RAM used by each VM
         int[] vmRAMs = new int[nbVMs];
         for(int i = 0; i<nbVMs; i++)
             vmRAMs[i] = 50;

         //Matrix indicating the server on which to run a VM
         IntegerVariable VMservers[][] = new 
IntegerVariable[nbServers][nbVMs];

         // For each variable, we define its name and the boundaries of 
its domain.
         for(int i = 0; i<nbServers; i++) {
             for(int j = 0; j<nbVMs; j++) {
                 VMservers[i][j] = makeIntVar("server" + i + "_VM" + j, 
0, 1);
                 // Associate the variable to the model.
                 //m.addVariable(VMservers[i][j]);
             }
         }

         // server RAM should not be exceeded
         for(int i = 0; i<nbServers; i++) {
             m.addConstraint(leq(scalar(vmRAMs, VMservers[i]), 
serverRAMs[i]));
         }

         IntegerVariable[][] invertVMservers = new 
IntegerVariable[nbVMs][nbServers];

         // invert the VM-server Matrix
         for(int i = 0; i<nbServers; i++) {
             for(int j = 0; j<nbVMs; j++) {

                 invertVMservers[j][i] = VMservers[i][j];
                 // Associate the variable to the model.
                 //m.addVariable(invertVMservers[j][i]);
             }
         }

         // a VM must be on exactly one server
         for(int i = 0; i<nbVMs; i++) {
             m.addConstraint(occurrence(1, invertVMservers[i], 1));
         }

         //define totalPower: sum of server powers
         IntegerVariable totalPower = makeIntVar("totalPower", 1, 
1000000, Options.V_BOUND);

         IntegerExpressionVariable[] powers = new 
IntegerExpressionVariable[nbServers];

         //computing the power of every servers
         for(int i = 0; i<nbServers; i++) {
             IntegerExpressionVariable sumServer = sum(VMservers[i]);
             //the power of a server has a constant overhead (10) plus 
an overhead per VM (1) (no VM -> switch off server).
             powers[i] = ifThenElse(eq(sumServer, 0), constant(0), 
plus(10, sumServer));
         }
         IntegerExpressionVariable power = sum(powers);

         m.addConstraint(eq(power, totalPower));

         Solver s = new CPSolver();
         s.read(m);
         //s.setTimeLimit(3000);

         //minimize the power
         s.minimize(s.getVar(totalPower), false);

         //printout
         for(int i = 0; i<nbServers; i++) {
             System.out.print("Server " + i + " VMs ");
             for(int j = 0; j<nbVMs; j++) {
                 System.out.print(s.getVar(VMservers[i][j]).getVal() + " ");
             }
             System.out.print("\n");
         }/


In the algorithm above I include only one constraint: the RAM consumed 
by the VMs inside a server should not exceed the server RAM capacity.
It is horribly slow: for 4 servers and 4 VMs, it take already several 
minutes.
The average number of servers in datacentres can be 500 to 1000, and the 
number of VM can be up to 50 per machine...
Seems that the "ifThenElse" part is time consuming.

The basic strategy to minimize energy consumption would be to regroup 
the VMs at maximum in some servers,
because servers without VMs can be switched off.

So I have several questions:
- How to orient the search toward this strategy?
- Could you make comments on how to improve the code and get it more 
efficient/elegant?
- Is it possible to optimize using an external function (in real life 
the power calculation per server is provided by a tier as a java 
function) ?
- If the searches included in Choco do not suit my need, could I code my 
own and still benefit from the Constraint language provided?


Thank you very much,
Corentin

[Choco-users] Reified Or Constraint

[Luciano M. G. <luc...@gm...>]

Dear users,
I am new in the mail list. I hope there are some actives users that can help
me.
My situation is the next one:
I have many constraints C created as: Choco.eq(Choco.sum(List of variables
1),Choco.sum(List of variables 2)).
Then, i create other consraint D, as D=Choco.or(C1,C2) C being constraint as
explained in the previous line.

When i want to create a reified constraint RC=Choco.reified(Variable,D), in
execution i get an error saying that i cant have and object and
its opposite in the same predicate.
Is there anyway to do a reified of an or.constraint? is not the case of
RaifiedOr because the or constraint is not among two variables but among two
constraints.

My actual solution is to do a reified for any constraint C,B<=>Var, and then
do a reifiedOr constraint for the variables Var.
ReifiedOr(Var1,Var2)<=>newVar. But the pruning will not work so
efficiently.

Thank in advance,
Luciano.

[Choco-users] Does choco allow to add constraints dynamically?

[lucefe <nov...@gm...>]

 Hi all,

   I am a newer to choco, who can tell me if choco allow to add some
constraints
dynamically after the solver begin to solve a problem.

   For example, whether I can add some constraints after I get the first
solution and
before I get the second solution. If I want to do so, is there some
solution?

   Best Regards~

   lucefe

[Choco-users] Does choco allow to add constraints dynamically?

[lucefe <nov...@gm...>]

Hi everybody,

   I am a newer to choco, who can tell me if choco allow to add some
constraints
dynamically after the solver begin to solve a problem.

   For example, whether I can add some constraints after I get the first
solution and
before I get the second solution. If I want to do so, is there some
solution?

   Best Regards~

   lucefe

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How the court made a federation of the EU.
Malayalam is also spoken in 
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Their criticism was not so much one of linguistic aesthetics as an argument that Der Spiegel "hides and distorts its actual topics and issues <p>by</p> manipulative semantics and rhetoric rather than by reporting and analysing them".
They thus began 
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Motivational explanations 
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Leftwing attack on Conservative party of 1990s.
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Similar digital-to-analog converters 
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A piece of cloth 
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Centro de Futebol Zico 
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Norway remains one of the biggest financial 
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Since 1606 the Saltire has also formed 
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The newly-formed militia marched to the Peace River valley, recruited more men, 
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Some examples of long scale use, and 
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The term "short 
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Philadelphia once comprised six congressional districts.
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Walis and Futuna 
- Pacific Islands Network.
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The 
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This physics -related article is 
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A 
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from 1828 to 1847.
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I would like to minimize something like : min Sum(i=1:p,j=1:c,l=0:d)X(i,j,l)
and I don't know if I need to create an Array for my OBJECTIVE variable...

this is what I did:

1/
=> I have created my Variables, set up and add it to the model...
IntegerVariable[][][] X = new IntegerVariable[p][c][d];
...
X[i][j][k] = Choco.makeIntVar("X[" + i + "," + j + "," + k + "]", 0, 1);
cp.addVariable(X[i][j][k]);

2/ I then add my constraints
...

3/ I don't know how to create my objective variable...
since it is a sum, do I have to create an array ?

  IntegerVariable[][][] Z = new IntegerVariable[p][c][d];
        for (i) {
            for (j) {
                for (l) {
                    Z[i][j][l] = Choco.makeIntVar("Z[" + i + "," + j + "," +
l + "]", Options.V_OBJECTIVE);
                    cp.addVariable(Z[i][j][l]);
                }
            }
        }


        for (i) {
            for (j) {
                for (l) {
                    cp.addConstraint(eq(Z[i][j][l],X[i][j][l]));
                }
            }
        }

        Solver s = new CPSolver();
        s.read(cp);
        s.minimize(true);

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[Choco-users] Help Request about Choco

[mahsa n. <mah...@gm...>]

Dear All,

I want to use CHOCO in my project for solving constrained optimization
problem but I have a problem. I need to do a division operation with decimal
quotient. CHOCO don’t provide such operator. I don’t know how I do it. Can
you help me?
Best Regards,
Mahsa

[Choco-users] dear choco users...

[Edern O. <ede...@ap...>]

...,  i've got a look at your website and i am interested by adding some comments into your software. As an electronician, i look for one free layout router, so please tell me if some developers of yours are interested in developing one (other) application ?

see you soon,

Edern.

[Choco-users] circu lates squir ter

[Viagra on www.na47.c. <rec...@2d...>]

snowp ack  helle ry  ceras tes  hustl ers

[Choco-users] Free data centre

[Etsuko M. <gnu...@ca...>]

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September 12, 2009 &nbsp;|&nbsp; Seeing </span></td>

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[Choco-users] run any risk in an affair of such consequence, and our her

[Sladick <ser...@dj...>]

He other, "adad! he has more of the devil than the church about him. A
ruffian! he has, for aught I know, murdered the worthy gentleman whom I
intended for my son-in-law; and the rogue, if I had not kept out of his
way, would, I suppose, have served me with the same sauce. Me! who have
been his master for many years, and had resolved to make a man of him.
Sir, he was my own clerk, and this is the return 

[Choco-users] how he could keep such an instrument in his house. "Why

[Rieff <tun...@co...>]

S constrained to yield to the crowd that trampled upon him, thus
verifying the prediction of Monsignore Agucchi, that his merits would
never be rightly appreciated during his life-time. The spirit of party
having passed away, impartial posterity has rendered him justice; nor is
there a royal gallery but confesses an ambition to possess his works.
His figure pieces are in the highest esteem, and command enormous
prices." PROOF OF THE MERITS OF DOMENICHINO. No better proof of the
exalted merits of Domenichino can be desired, than the fact that upwards
of fifty of his works have been engraved by the most renowned engravers,
as Gerard Audran, Raffaelle Morghen, Sir Robert Strange, C. F. von
Muller, and other illustrious artists; many of these also have been
frequently repeated. DOMENICHINO'S CARICATURES. While Domenichino was in
Naples, he was visited by his biographer Passeri, then a young man, who
was engaged to assist in repairing the pictures in the Cardinal's
chapel. "When he arrived at Frescati," says Passeri, "Domenichino
received me with much courtesy, and hearing that I took a singular
delight in the belles-lettres, it increased his kindness to me. I
remember that I gazed on this man as though he were an angel. I remained
there to the end of September, occupied in restoring the chapel of St.
Sebastian, which had been ruined by the damp. Sometimes Domenichino
would join us, singing delightfully to recreate himself. When night set
in, we returned to our apartment; while he most frequently remained in
his room, occupied in drawing, and permitting none to see him.
Sometimes, however, to pass the time, he drew caricatures of us all, and
of the inhabitants of the villa. When he succeeded to his perfect
satisfaction, he was wont to indulge in immoderate fits of laughter; and
we, who were in the adjoining room, would run in to know his reason,
when he showed us his spirited sketches. He drew a caricature of me with
a guitar, one of Carmini (the painter), and one of the Guarda Roba, who
was lame of the gout; and of the Sub-guarda Roba, a most ridiculous
figure--to prevent our being offended, he caricatured himself. These
portraits are now preserved by Signor Giovanni Pietro Bellori."
INTRIGUES OF THE NEAPOLITAN TRIUMVIRATE OF PAINTERS. The conspiracy of
Bellisario Corenzio, Giuseppe Ribera, and Gio. Battista Caracciolo,
called the Neapolitan 

[Choco-users] upon us, and lent us a second cot-bedstead, which 'furnis

[Schmeider C. <sw...@fi...>]

Its, so deranged had his digestion become, he could take only one meal,
a late dinner, each day, and saw no visitors except in the hour
preceding his dinner. Having gone to Paris to spend a winter in
professional studies, I made an earnest application by letter to
Delacroix to be admitted as a pupil to his _atelier_. In reply, he
invited me to visit him at his rooms the next day at four, to talk with
him about my studies, proffering any counsel in his gift, but assuring
me that it was impossibl