* New tree configuration of the project:
.../
... + -- EO
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+-- src ----- + -- EDO
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+-- test + -- MO
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+-- tutorial + -- MOEO
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+-- doc + -- SMP
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... + -- EOMPI
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+ -- EOSERIAL
Question for current maintainers: ./README: new release?
Also:
* Moving out eompi & eoserial modules (issue #2).
* Correction of the errors when executing "make doc" command.
* Adding a solution for the conflicting headers problem (see the two CMake Cache
Values: PROJECT_TAG & PROJECT_HRS_INSTALL_SUBPATH) (issue #1)
* Header inclusions:
** src: changing absolute paths into relative paths ('#include <...>' -> '#include "..."')
** test, tutorial: changing relative paths into absolute paths ('#include "..."' -> '#include <...>')
* Moving out some scripts from EDO -> to the root
* Add a new script for compilation and installation (see build_gcc_linux_install)
* Compilation with uBLAS library or EDO module: now ok
* Minor modifications on README & INSTALL files
* Comment eompi failed tests with no end
*** TODO: CPack (debian (DEB) & RedHat (RPM) packages) (issues #6 & #7) ***
This commit is contained in:
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2359 changed files with 7688 additions and 16329 deletions
272
tutorial/smp/BaseLesson.h
Executable file
272
tutorial/smp/BaseLesson.h
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#ifndef _BASELESSON_H
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#define _BASELESSON_H
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#include <stdlib.h>
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#include <iostream>
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#include <fstream>
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#include <vector>
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#include <thread>
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#include <chrono>
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using namespace std;
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int n = 10;
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int** a;
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int** b;
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int bkv; //best known value
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struct parameters
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{
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unsigned seed ;
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int popSize;
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int tSize;
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string inst;
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string loadName;
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string schema;
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double pCross;
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double pMut;
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int minGen;
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int maxGen;
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};
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class Indi : public EO<eoMinimizingFitness> {
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public:
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int* solution;
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int evalNb = 0;
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Indi () {
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solution = new int[n];
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create();
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}
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Indi (const Indi & _problem){ // copy constructor
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solution = new int[n];
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for (int i = 0; i < n ; i++){
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solution[i] = _problem.solution[i];
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}
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if (!_problem.invalid()) // if the solution has already been evaluated
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fitness(_problem.fitness()); // copy the fitness
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}
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~Indi(){ // destructor
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delete[] solution;
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}
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void operator= (const Indi & _problem){ // copy assignment operator
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for (int i = 0; i < n ; i++){
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solution[i] = _problem.solution[i];
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}
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fitness(_problem.fitness()); // copy the fitness
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}
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int& operator[] (unsigned i)
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{
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return solution[i];
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}
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void create(){ // create and initialize a solution
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int random, temp;
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for (int i=0; i< n; i++)
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solution[i]=i;
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// we want a random permutation so we shuffle
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for (int i = 0; i < n; i++){
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random = rand()%(n-i) + i;
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temp = solution[i];
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solution[i] = solution[random];
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solution[random] = temp;
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}
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}
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int evaluate() { // evaluate the solution
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int cost=0;
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for (int i=0; i<n; i++)
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for (int j=0; j<n; j++)
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cost += a[i][j] * b[solution[i]][solution[j]];
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evalNb++;
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//std::this_thread::sleep_for(std::chrono::milliseconds(1));
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//std::cout << "Evaluation " << evalNb << std::endl;
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return cost;
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}
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void printSolution() {
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for (int i = 0; i < n ; i++)
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std::cout << solution[i] << " " ;
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std::cout << std::endl;
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}
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};
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class IndiInit : public eoInit<Indi>
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{
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public:
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void operator()(Indi & _problem)
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{
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_problem.create();
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}
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};
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class IndiEvalFunc : public eoEvalFunc<Indi>
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{
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public:
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void operator()(Indi & _problem)
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{
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_problem.fitness(_problem.evaluate());
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}
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};
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class IndiXover : public eoQuadOp<Indi> {
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public:
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/* The two parameters in input are the parents.
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The first parameter is also the output ie the child
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*/
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bool operator()(Indi & _problem1, Indi & _problem2)
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{
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int i;
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int random, temp;
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std::vector<int> unassigned_positions(n);
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std::vector<int> remaining_items(n);
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int j = 0;
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/* 1) find the items assigned in different positions for the 2 parents */
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for (i = 0 ; i < n ; i++){
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if (_problem1.solution[i] != _problem2.solution[i]){
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unassigned_positions[j] = i;
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remaining_items[j] = _problem1.solution[i];
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j++;
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}
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}
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/* 2) shuffle the remaining items to ensure that remaining items
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will be assigned at random positions */
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for (i = 0; i < j; i++){
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random = rand()%(j-i) + i;
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temp = remaining_items[i];
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remaining_items[i] = remaining_items[random];
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remaining_items[random] = temp;
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}
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/* 3) copy the shuffled remaining items at unassigned positions */
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for (i = 0; i < j ; i++)
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_problem1.solution[unassigned_positions[i]] = remaining_items[i];
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// crossover in our case is always possible
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return true;
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}
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};
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class IndiSwapMutation: public eoMonOp<Indi> {
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public:
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bool operator()(Indi& _problem) {
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int i,j;
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int temp;
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// generate two different indices
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i=rand()%n;
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do
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j = rand()%n;
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while (i == j);
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// swap
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temp = _problem.solution[i];
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_problem.solution[i] = _problem.solution[j];
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_problem.solution[j] = temp;
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return true;
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}
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};
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void parseFile(eoParser & parser, parameters & param)
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{
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// For each parameter, you can in on single line
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// define the parameter, read it through the parser, and assign it
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param.seed = parser.createParam(unsigned(time(0)), "seed", "Random number seed", 'S').value(); // will be in default section General
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// init and stop
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param.loadName = parser.createParam(string(""), "Load","A save file to restart from",'L', "Persistence" ).value();
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param.inst = parser.createParam(string(""), "inst","a dat file to read instances from",'i', "Persistence" ).value();
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param.schema = parser.createParam(string(""), "schema","an xml file mapping process",'s', "Persistence" ).value();
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param.popSize = parser.createParam(unsigned(10), "popSize", "Population size",'P', "Evolution engine" ).value();
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param.tSize = parser.createParam(unsigned(2), "tSize", "Tournament size",'T', "Evolution Engine" ).value();
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param.minGen = parser.createParam(unsigned(100), "minGen", "Minimum number of iterations",'g', "Stopping criterion" ).value();
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param.maxGen = parser.createParam(unsigned(300), "maxGen", "Maximum number of iterations",'G', "Stopping criterion" ).value();
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param.pCross = parser.createParam(double(0.6), "pCross", "Probability of Crossover", 'C', "Genetic Operators" ).value();
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param.pMut = parser.createParam(double(0.1), "pMut", "Probability of Mutation", 'M', "Genetic Operators" ).value();
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// the name of the "status" file where all actual parameter values will be saved
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string str_status = parser.ProgramName() + ".status"; // default value
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string statusName = parser.createParam(str_status, "status","Status file",'S', "Persistence" ).value();
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// do the following AFTER ALL PARAMETERS HAVE BEEN PROCESSED
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// i.e. in case you need parameters somewhere else, postpone these
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if (parser.userNeedsHelp())
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{
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parser.printHelp(cout);
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exit(1);
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}
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if (statusName != "")
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{
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ofstream os(statusName.c_str());
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os << parser; // and you can use that file as parameter file
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}
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}
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void loadInstances(const char* filename, int& n, int& bkv, int** & a, int** & b)
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{
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ifstream data_file;
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int i, j;
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data_file.open(filename);
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if (! data_file.is_open())
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{
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cout << "\n Error while reading the file " << filename << ". Please check if it exists !" << endl;
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exit (1);
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}
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data_file >> n;
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data_file >> bkv; // best known value
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// ****************** dynamic memory allocation ****************** /
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a = new int* [n];
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b = new int* [n];
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for (i = 0; i < n; i++)
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{
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a[i] = new int[n];
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b[i] = new int[n];
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}
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// ************** read flows and distanceMatrixs matrices ************** /
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for (i = 0; i < n; i++)
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for (j = 0; j < n; j++)
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data_file >> a[i][j];
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for (i = 0; i < n; i++)
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for (j = 0; j < n; j++)
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data_file >> b[i][j];
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data_file.close();
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}
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#endif
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