MainInt.java
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import org.chocosolver.solver.Model;
import org.chocosolver.solver.Solution;
import org.chocosolver.solver.Solver;
import org.chocosolver.solver.constraints.Constraint;
import org.chocosolver.solver.objective.ParetoOptimizer;
import org.chocosolver.solver.variables.IntVar;
import java.io.*;
import java.util.ArrayList;
import java.util.List;
import java.util.Scanner;
public class MainInt {
public static void giveDomains (Model model, IntVar[] ugs, String dir, IntVar[] crit0, IntVar[] crit1,
IntVar[] crit2, IntVar[] crit3, IntVar[] crit4, IntVar[] crit5,
IntVar[] crit6, IntVar[] crit7, IntVar[] crit8,IntVar[] crit9,IntVar[] crit10, UG[] nodes, ArrayList<Boolean> flags){
int index = 0;
try {
File allUg = new File(dir + "/ugs_init.txt");
Scanner readerUg = new Scanner(allUg);
File critFile0 = new File(dir + "/crit_file0.txt");
Scanner reader0 = null;
if(flags.get(0))
reader0 = new Scanner(critFile0);
File critFile1 = new File(dir + "/crit_file1.txt");
Scanner reader1 = null;
if(flags.get(1))
reader1 = new Scanner(critFile1);
File critFile2 = new File(dir + "/crit_file2.txt");
Scanner reader2 = null;
if(flags.get(2))
reader2 = new Scanner(critFile2);
File critFile3 = new File(dir + "/crit_file3.txt");
Scanner reader3 = null;
if(flags.get(3))
reader3 = new Scanner(critFile3);
File critFile4 = new File(dir + "/crit_file4.txt");
Scanner reader4 = null;
if(flags.get(4))
reader4 = new Scanner(critFile4);
File critFile5 = new File(dir + "/crit_file5.txt");
Scanner reader5 = null;
if(flags.get(5))
reader5 = new Scanner(critFile5);
File critFile6 = new File(dir + "/crit_file6.txt");
Scanner reader6 = null;
if(flags.get(6))
reader6 = new Scanner(critFile6);
File critFile7 = new File(dir + "/crit_file7.txt");
Scanner reader7 = null;
if(flags.get(7))
reader7 = new Scanner(critFile7);
File critFile8 = new File(dir + "/crit_file8.txt");
Scanner reader8 = null;
if(flags.get(8))
reader8 = new Scanner(critFile8);
File critFile9 = new File(dir + "/crit_file9.txt");
Scanner reader9 = null;
if(flags.get(9))
reader9 = new Scanner(critFile9);
File critFile10 = new File(dir + "/crit_file10.txt");
Scanner reader10 = null;
if(flags.get(10))
reader10 = new Scanner(critFile10);
while (readerUg.hasNextLine()) {
String dataUg = readerUg.nextLine();
String data0 = null;
if(flags.get(0))
data0 = reader0.nextLine();
String data1 = null;
if(flags.get(1))
data1 = reader1.nextLine();
String data2 = null;
if(flags.get(2))
data2 = reader2.nextLine();
String data3 = null;
if(flags.get(3))
data3 = reader3.nextLine();
String data4 = null;
if(flags.get(4))
data4 = reader4.nextLine();
String data5 = null;
if(flags.get(5))
data5 = reader5.nextLine();
String data6 = null;
if(flags.get(6))
data6 = reader6.nextLine();
String data7 = null;
if(flags.get(7))
data7 = reader7.nextLine();
String data8 = null;
if(flags.get(8))
data8 = reader8.nextLine();
String data9 = null;
if(flags.get(9))
data9 = reader9.nextLine();
String data10 = null;
if(flags.get(10))
data10 = reader10.nextLine();
if(nodes[index].valid) {
String[] str_split = dataUg.split(",", 0);
String[] str_split0 = null;
if(flags.get(0))
str_split0 = data0.split(",", 0);
String[] str_split1 = null;
if(flags.get(1))
str_split1 = data1.split(",", 0);
String[] str_split2 = null;
if(flags.get(2))
str_split2 = data2.split(",", 0);
String[] str_split3 = null;
if(flags.get(3))
str_split3 = data3.split(",", 0);
String[] str_split4 = null;
if(flags.get(4))
str_split4 = data4.split(",", 0);
String[] str_split5 = null;
if(flags.get(5))
str_split5 = data5.split(",", 0);
String[] str_split6 = null;
if(flags.get(6))
str_split6 = data6.split(",", 0);
String[] str_split7 = null;
if(flags.get(7))
str_split7 = data7.split(",", 0);
String[] str_split8 = null;
if(flags.get(8))
str_split8 = data8.split(",", 0);
String[] str_split9 = null;
if(flags.get(9))
str_split9 = data9.split(",", 0);
String[] str_split10 = null;
if(flags.get(10))
str_split10 = data10.split(",", 0);
int size = str_split.length;
int[] toInsert = new int[size];
int[] toInsert0 = new int[size];
int[] toInsert1 = new int[size];
int[] toInsert2 = new int[size];
int[] toInsert3 = new int[size];
int[] toInsert4 = new int[size];
int[] toInsert5 = new int[size];
int[] toInsert6 = new int[size];
int[] toInsert7 = new int[size];
int[] toInsert8 = new int[size];
int[] toInsert9 = new int[size];
int[] toInsert10 = new int[size];
for (int i = 0; i < size; i++) {
toInsert[i] = Integer.parseInt(str_split[i]);
if(flags.get(0)) toInsert0[i] = (int) Float.parseFloat(str_split0[i]);
else toInsert0[i] = 0;
if(flags.get(1)) toInsert1[i] = (int) Float.parseFloat(str_split1[i]);
else toInsert1[i] = 0;
if(flags.get(2)) toInsert2[i] = (int) Float.parseFloat(str_split2[i]);
else toInsert2[i] = 0;
if(flags.get(3)) toInsert3[i] = (int) Float.parseFloat(str_split3[i]);
else toInsert3[i] = 0;
if(flags.get(4)) toInsert4[i] = (int) Float.parseFloat(str_split4[i]);
else toInsert4[i] = 0;
if(flags.get(5)) toInsert5[i] = (int) Float.parseFloat(str_split5[i]);
else toInsert5[i] = 0;
if(flags.get(6)) toInsert6[i] = (int) Float.parseFloat(str_split6[i]);
else toInsert6[i] = 0;
if(flags.get(7)) toInsert7[i] = (int) Float.parseFloat(str_split7[i]);
else toInsert7[i] = 0;
if(flags.get(8)) toInsert8[i] = (int) Float.parseFloat(str_split8[i]);
else toInsert8[i] = 0;
if(flags.get(9)) toInsert9[i] = (int) Float.parseFloat(str_split9[i]);
else toInsert9[i] = 0;
if(flags.get(10)) toInsert10[i] = (int) Float.parseFloat(str_split10[i]);
else toInsert10[i] = 0;
}
ugs[index] = model.intVar("UG_" + (index), toInsert);
crit0[index] = model.intVar("Crit0_" + (index), toInsert0);
crit1[index] = model.intVar("Crit1_" + (index), toInsert1);
crit2[index] = model.intVar("Crit2_" + (index), toInsert2);
crit3[index] = model.intVar("Crit3_" + (index), toInsert3);
crit4[index] = model.intVar("Crit4_" + (index), toInsert4);
crit5[index] = model.intVar("Crit5_" + (index), toInsert5);
crit6[index] = model.intVar("Crit6_" + (index), toInsert6);
crit7[index] = model.intVar("Crit7_" + (index), toInsert7);
crit8[index] = model.intVar("Crit8_" + (index), toInsert8);
crit9[index] = model.intVar("Crit9_" + (index), toInsert9);
crit10[index] = model.intVar("Crit10_" + (index), toInsert10);
}
else {
ugs[index] = model.intVar("UG_"+(index), 0);
crit0[index] = model.intVar("Crit0"+(index), 0);
crit1[index] = model.intVar("Crit1" + (index), 0);
crit2[index] = model.intVar("Crit2" + (index), 0);
crit3[index] = model.intVar("Crit3" + (index), 0);
crit4[index] = model.intVar("Crit4" + (index), 0);
crit5[index] = model.intVar("Crit5" + (index), 0);
crit6[index] = model.intVar("Crit6" + (index), 0);
crit7[index] = model.intVar("Crit7" + (index), 0);
crit8[index] = model.intVar("Crit8" + (index), 0);
crit9[index] = model.intVar("Crit9" + (index), 0);
crit10[index] = model.intVar("Crit10" + (index), 0);
}
index++;
}
readerUg.close();
if(flags.get(0)) reader0.close();
if(flags.get(1)) reader1.close();
if(flags.get(2)) reader2.close();
if(flags.get(3)) reader3.close();
if(flags.get(4)) reader4.close();
if(flags.get(5)) reader5.close();
if(flags.get(6)) reader6.close();
if(flags.get(7)) reader7.close();
if(flags.get(8)) reader8.close();
if(flags.get(9)) reader9.close();
if(flags.get(10)) reader10.close();
} catch (FileNotFoundException e) {
System.out.println("An error occurred.");
e.printStackTrace();
}
}
public static void main(String[] args) throws IOException {
int areaLimit = Integer.parseInt(args[0]);
String fileDirectory = args[1];
ArrayList<Integer> islandUGs = new ArrayList<>();
String regionFile = args[4];
File island = new File("subregions/"+regionFile);
Scanner islandReader = new Scanner(island);
while (islandReader.hasNextLine()) {
islandUGs.add(Integer.parseInt(islandReader.nextLine()));
}
islandReader.close();
String criterion = args[3];
/*Set Flags
0-woodYield
1-Soil Loss
2-Perc_r
3-Biodiversity
4-Cashflow
5-Carbon Stock
6-NPV
7-Perc_rait
8-R
9-Rait
10-Sbiom
*/
String[] varNames = new String[]{"Crit0","Crit1","Crit2","Crit3","Crit4","Crit5","Crit6","Crit7","Crit8","Crit9","Crit10"};
ArrayList<Boolean> flags = new ArrayList<>();
for(int i = 0; i < 11; i++) {
flags.add(false);
}
int toOptimizeLen = 0;
for(int i = 5; i < args.length; i++) {
flags.set(Integer.parseInt(args[i]), true);
toOptimizeLen++;
}
Model m = new Model("Forest Management");
System.out.println("Reading Input Files");
BufferedReader reader = new BufferedReader(new FileReader(fileDirectory + "/ugs_init.txt"));
int nUgs = 0;
while (reader.readLine() != null) nUgs++;
reader.close();
UG[] nodes = new UG[nUgs];
//if 0 ignore
int minBorder = Integer.parseInt(args[2]);
UG.setupInternalIds(nodes, fileDirectory);
if(minBorder <= 0)
UG.fillArray(nodes, fileDirectory, 0, flags);
else
UG.fillArray(nodes, fileDirectory, minBorder, flags);
for(int i = 0; i < nodes.length; i++){
if(islandUGs.contains(nodes[i].externalId)){
nodes[i].valid = true;
}
}
IntVar[] ugs = new IntVar[nUgs]; // same for the constraint variable array
IntVar[] crit0 = new IntVar[nUgs];
IntVar[] crit1 = new IntVar[nUgs];
IntVar[] crit2 = new IntVar[nUgs];
IntVar[] crit3 = new IntVar[nUgs];
IntVar[] crit4 = new IntVar[nUgs];
IntVar[] crit5 = new IntVar[nUgs];
IntVar[] crit6 = new IntVar[nUgs];
IntVar[] crit7 = new IntVar[nUgs];
IntVar[] crit8 = new IntVar[nUgs];
IntVar[] crit9 = new IntVar[nUgs];
IntVar[] crit10 = new IntVar[nUgs];
giveDomains(m, ugs, fileDirectory, crit0, crit1, crit2, crit3, crit4, crit5, crit6,
crit7, crit8, crit9, crit10, nodes, flags); // reads the ugs_init file and initializes each variable with its possible prescription values as domain
System.out.println("Setting up Constraints");
for(int ugIndex = 0; ugIndex < nodes.length; ugIndex++) { //loops through every UG
//the propagator takes as parameters the index of the UG we are starting out from
//the nodes with all the info, the constraint variable array and the area limit
if(nodes[ugIndex].valid && !nodes[ugIndex].noAdjacencies) {
new Constraint("Area Limit Constraint", new CustomPropagatorInt(ugIndex, nodes, ugs, areaLimit)).post();
}
}
for(int i = 0; i < nodes.length; i++){
if(nodes[i].valid) {
IntVar prescIndex = m.intVar(0, nodes[i].presc.length);
m.element(ugs[i], nodes[i].presc, prescIndex).post();
if(flags.get(0)) m.element(crit0[i], nodes[i].crit0, prescIndex).post();
else m.arithm(crit0[i], "=", 0).post();
if(flags.get(1)) m.element(crit1[i], nodes[i].crit1, prescIndex).post();
else m.arithm(crit1[i], "=", 0).post();
if(flags.get(2)) m.element(crit2[i], nodes[i].crit2, prescIndex).post();
else m.arithm(crit2[i], "=", 0).post();
if(flags.get(3)) m.element(crit3[i], nodes[i].crit3, prescIndex).post();
else m.arithm(crit3[i], "=",0).post();
if(flags.get(4)) m.element(crit4[i], nodes[i].crit4, prescIndex).post();
else m.arithm(crit4[i], "=",0).post();
if(flags.get(5)) m.element(crit5[i], nodes[i].crit5, prescIndex).post();
else m.arithm(crit5[i], "=",0).post();
if(flags.get(6)) m.element(crit6[i], nodes[i].crit6, prescIndex).post();
else m.arithm(crit6[i], "=",0).post();
if(flags.get(7)) m.element(crit7[i], nodes[i].crit7, prescIndex).post();
else m.arithm(crit7[i], "=",0).post();
if(flags.get(8)) m.element(crit8[i], nodes[i].crit8, prescIndex).post();
else m.arithm(crit8[i], "=",0).post();
if(flags.get(9)) m.element(crit9[i], nodes[i].crit9, prescIndex).post();
else m.arithm(crit9[i], "=",0).post();
if(flags.get(10)) m.element(crit10[i], nodes[i].crit10, prescIndex).post();
else m.arithm(crit10[i], "=",0).post();
}
else{
m.arithm(crit0[i], "=", 0).post();
m.arithm(crit1[i], "=", 0).post();
m.arithm(crit2[i], "=", 0).post();
m.arithm(crit3[i], "=",0).post();
m.arithm(crit4[i], "=",0).post();
m.arithm(crit5[i], "=",0).post();
m.arithm(crit6[i], "=",0).post();
m.arithm(crit7[i], "=",0).post();
m.arithm(crit8[i], "=",0).post();
m.arithm(crit9[i], "=",0).post();
m.arithm(crit10[i], "=",0).post();
}
}
IntVar sum0 = m.intVar("CRIT0_SUM",-99999999, 99999999);
IntVar sum1 = m.intVar("CRIT1_SUM", -99999999, 99999999);
IntVar sum2 = m.intVar("CRIT2_SUM", -99999999, 99999999);
IntVar sum3 = m.intVar("CRIT3_SUM", -99999999, 99999999);
IntVar sum4 = m.intVar("CRIT4_SUM", -99999999, 99999999);
IntVar sum5 = m.intVar("CRIT5_SUM", -99999999, 99999999);
IntVar sum6 = m.intVar("CRIT6_SUM", -99999999, 99999999);
IntVar sum7 = m.intVar("CRIT7_SUM", -99999999, 99999999);
IntVar sum8 = m.intVar("CRIT8_SUM", -99999999, 99999999);
IntVar sum9 = m.intVar("CRIT9_SUM", -99999999, 99999999);
IntVar sum10 = m.intVar("CRIT10_SUM", -99999999, 99999999);
if(flags.get(0))
m.sum(crit0,"=", sum0).post();
if(flags.get(1))
m.sum(crit1,"=", sum1).post();
if(flags.get(2))
m.sum(crit2,"=", sum2).post();
if(flags.get(3))
m.sum(crit3, "=", sum3).post();
if(flags.get(4))
m.sum(crit4, "=", sum4).post();
if(flags.get(5))
m.sum(crit5, "=", sum5).post();
if(flags.get(6))
m.sum(crit6, "=", sum6).post();
if(flags.get(7))
m.sum(crit7, "=", sum7).post();
if(flags.get(8))
m.sum(crit8, "=", sum8).post();
if(flags.get(9))
m.sum(crit9, "=", sum9).post();
if(flags.get(10))
m.sum(crit10, "=", sum10).post();
IntVar[] toOptimize = new IntVar[toOptimizeLen];
IntVar[] allSums = new IntVar[]{sum0, sum1, sum2, sum3,sum4,sum5,sum6,sum7,sum8,sum9,sum10};
IntVar[][] allTotals = new IntVar[][]{crit0, crit1,crit2,crit3,crit4,crit5,crit6,crit7,crit8,crit9,crit10};
FileWriter pairCrits;
// Single Criterion Optimization
if(criterion.equalsIgnoreCase("single")) {
pairCrits = new FileWriter("Results/"+regionFile+"-SingleSolutionDetails.csv");
int singleFlag = Integer.parseInt(args[5]);
switch(singleFlag) {
case 0:
m.setObjective(Model.MAXIMIZE, sum0);
break;
case 1:
m.setObjective(Model.MAXIMIZE, sum1);
break;
case 2:
m.setObjective(Model.MAXIMIZE, sum2);
break;
case 3:
m.setObjective(Model.MAXIMIZE, sum3);
break;
case 4:
m.setObjective(Model.MAXIMIZE, sum4);
break;
case 5:
m.setObjective(Model.MAXIMIZE, sum5);
break;
case 6:
m.setObjective(Model.MAXIMIZE, sum6);
break;
case 7:
m.setObjective(Model.MAXIMIZE, sum7);
break;
case 8:
m.setObjective(Model.MAXIMIZE, sum8);
break;
case 9:
m.setObjective(Model.MAXIMIZE, sum9);
break;
case 10:
m.setObjective(Model.MAXIMIZE, sum10);
break;
default:
m.setObjective(Model.MAXIMIZE, sum0);}
Solver s = m.getSolver();
System.out.println("Running Solver");
if (s.solve()) {
System.out.println("FOUND OPTIMAL SOLUTION!");
FileWriter outputPairs = new FileWriter("Results/"+regionFile+"-SingleSolution.csv");
for (int i = 0; i < ugs.length; i++) {
if (nodes[i].valid) {
pairCrits.write(ugs[i] + ", ");
for (int j = 0; j < flags.size(); j++) {
if (flags.get(j)) {
pairCrits.write(allTotals[j][i] + ",");
}
}
pairCrits.write("end\n");
outputPairs.write(nodes[i].externalId + "," + ugs[i].getValue() + "\n");
}
}
outputPairs.close();
if(flags.get(0))
pairCrits.write(sum0.toString()+"\n");
if(flags.get(1))
pairCrits.write(sum1.toString()+"\n");
if(flags.get(2))
pairCrits.write(sum2.toString()+"\n");
if(flags.get(3))
pairCrits.write(sum3.toString()+"\n");
if(flags.get(4))
pairCrits.write(sum4.toString()+"\n");
if(flags.get(5))
pairCrits.write(sum5.toString()+"\n");
if(flags.get(6))
pairCrits.write(sum6.toString()+"\n");
if(flags.get(7))
pairCrits.write(sum7.toString()+"\n");
if(flags.get(8))
pairCrits.write(sum8.toString()+"\n");
if(flags.get(9))
pairCrits.write(sum9.toString()+"\n");
if(flags.get(10))
pairCrits.write(sum10.toString()+"\n");
}
}
else {
//Multi Criterion with Pareto
pairCrits = new FileWriter("Results/"+regionFile+"-ParetoSolutionDetails.csv");
int index = 0;
for(int i = 0; i<flags.toArray().length; i++){
if(flags.get(i)){
toOptimize[index] = allSums[i];
index++;
}
}
ParetoOptimizer po = new ParetoOptimizer(Model.MAXIMIZE, toOptimize);
Solver solver = m.getSolver();
solver.plugMonitor(po);
FileWriter nonPareto = new FileWriter("Results/"+regionFile+"-NonParetoPoints.csv");
for (int i = 0; i < flags.size(); i++) {
if (flags.get(i)) {
nonPareto.write(varNames[i]+",");
}
}
nonPareto.write("end\n");
FileWriter allSolutionPairs = new FileWriter("Results/"+regionFile+"-AllSolutions.csv");
System.out.println("Running Solver");
// optimization
//(System.currentTimeMillis()-startTime)<18000000
//8 hours 28800000
//12 hours 43200000
//13 hours 46800000
//14 hours 50400000
int l = 1;
long startTime = System.currentTimeMillis(); //fetch starting time
try{
while(solver.solve() & (System.currentTimeMillis()-startTime)<28800000)
{
for (int i = 0; i < flags.size(); i++) {
if(flags.get(i))
nonPareto.write(allSums[i].getValue()+",");
}
nonPareto.write("end\n");
allSolutionPairs.write(l+", ");
for (int i = 0; i < flags.size(); i++) {
if(flags.get(i))
allSolutionPairs.write(varNames[i] +":"+ allSums[i].getValue()+",");
}
allSolutionPairs.write("end\n");
for(int i = 0; i < nodes.length; i++){
if(nodes[i].valid){
allSolutionPairs.write(nodes[i].externalId+","+ugs[i].getValue()+"\n");
}
}
l++;
}
}
catch (OutOfMemoryError e){
pairCrits.write("Reached Exception after "+(System.currentTimeMillis()-startTime)+" milliseconds");
}
nonPareto.close();
allSolutionPairs.close();
List<Solution> paretoFront = po.getParetoFront();
pairCrits.write("The pareto front has " + paretoFront.size() + " solutions : ");
FileWriter outputPairs = new FileWriter("Results/"+regionFile+"-ParetoSolutions.csv");
FileWriter pareto = new FileWriter("Results/"+regionFile+"-ParetoPoints.csv");
for (int i = 0; i < flags.size(); i++) {
if (flags.get(i)) {
pareto.write(varNames[i]+",");
}
}
pareto.write("end\n");
int l2 = 1;
for (Solution so : paretoFront) {
for (int i = 0; i < flags.size(); i++) {
if (flags.get(i))
pairCrits.write(varNames[i]+"="+so.getIntVal(allSums[i])+",");
}
pairCrits.write("end\n");
outputPairs.write("Pareto Solution: " + l2+",");
for (int i = 0; i < flags.size(); i++) {
if (flags.get(i))
outputPairs.write(varNames[i]+":"+so.getIntVal(allSums[i])+",");
}
outputPairs.write("end\n");
for (int i = 0; i < ugs.length; i++) {
if (nodes[i].valid) {
pairCrits.write("UG_"+i+"="+so.getIntVal(ugs[i])+", ");
for (int j = 0; j < flags.size(); j++) {
if (flags.get(j))
pairCrits.write(varNames[j]+":"+so.getIntVal(allTotals[j][i])+",");
}
pairCrits.write("end\n");
outputPairs.write(nodes[i].externalId + "," +so.getIntVal(ugs[i]) + "\n");
}
}
for (int i = 0; i < flags.size(); i++) {
if(flags.get(i))
pareto.write(so.getIntVal(allSums[i])+",");
}
pareto.write("end\n");
l2++;
}
outputPairs.close();
pareto.close();
pairCrits.write(l + " solutions");
}
pairCrits.close();
}
}