Repository navigation
Expand file tree
/
Copy pathExperiment3.java
More file actions
168 lines (151 loc) · 11.2 KB
/
Copy pathExperiment3.java
File metadata and controls
168 lines (151 loc) · 11.2 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
import simModel.Constants;
import simModel.SMTravel;
import simModel.Seeds;
import outputAnalysis.ConfidenceInterval;
import cern.jet.random.engine.RandomSeedGenerator;
public class Experiment3
{
// Experimentation constants
static final int NUMRUNS = 1000;
static final double CONF_LEVEL = 0.9;
static final int [] NUM_RUNS_ARRAY = {20, 30, 40, 60, 80, 100, 1000};
public static void main(String[] args)
{
// Local variables
int i;
double startTime=0.0, endTime=720.0;
Seeds[] sds = new Seeds[NUMRUNS];
SMTravel model; // Simulation object
double [] valuesCase1 = new double[NUMRUNS];
double [] valuesCase2 = new double[NUMRUNS];
double [] valuesCase3 = new double[NUMRUNS];
double [] valuesCase4 = new double[NUMRUNS];
double [] valuesCase5 = new double[NUMRUNS];
double [] valuesCase6 = new double[NUMRUNS];
double [] valuesCase7 = new double[NUMRUNS];
double [] valuesCase8 = new double[NUMRUNS];
double [] valuesCase9= new double[NUMRUNS];
double [] valuesCase10 = new double[NUMRUNS];
double [] valuesCase11 = new double[NUMRUNS];
double [] valuesCase12 = new double[NUMRUNS];
// Lets get a set of uncorrelated seeds
RandomSeedGenerator rsg = new RandomSeedGenerator();
for(i=0 ; i<NUMRUNS ; i++) sds[i] = new Seeds(rsg);
// Loop for NUMRUN simulation runs for each case
// Case 1
System.out.println("Loading... This could take some seconds...");
int[] regSchedule = {7,7,12,5,5};
int[] silSchedule = {5,8,6,4,4};
int[] golSchedule = {2,4,2,2,2};
int trunkLinesNum = 50;
int reservedLines = 3;
for(i=0 ; i < NUMRUNS ; i++)
{
model = new SMTravel(startTime,endTime,regSchedule,silSchedule,golSchedule, trunkLinesNum, reservedLines, sds[i], false);
model.runSimulation();
model.calculateOutput();
//System.out.println("ahh " + (1-model.getPercentExceedWait()[Constants.GOLD]));
valuesCase1[i] = 1-model.getPercentExceedWait()[Constants.GOLD];
valuesCase2[i] = 1-model.getPercentExceedWait()[Constants.SILVER];
valuesCase3[i] = 1-model.getPercentExceedWait()[Constants.REGULAR];
valuesCase4[i] = model.getPercentBusySignal()[Constants.CARDHOLDER];
valuesCase5[i] = model.getPercentBusySignal()[Constants.REGULAR];
valuesCase6[i] = model.calcCost();
}
// Case 2
int[] regSchedule1 = {7,11,11,7,7};
int[] silSchedule1 = {4,3,0,7,3};
int[] golSchedule1 = {3,1,0,1,3};
int trunkLinesNum1 = 50;
int reservedLines1 = 3;
for(i=0 ; i < NUMRUNS ; i++)
{
model = new SMTravel(startTime,endTime,regSchedule1,silSchedule1,golSchedule1,trunkLinesNum1, reservedLines1, sds[i], false);
model.runSimulation();
model.calculateOutput();
valuesCase7[i] = 1-model.getPercentExceedWait()[Constants.GOLD];
valuesCase8[i] = 1-model.getPercentExceedWait()[Constants.SILVER];
valuesCase9[i] = 1-model.getPercentExceedWait()[Constants.REGULAR];
valuesCase10[i] = model.getPercentBusySignal()[Constants.CARDHOLDER];
valuesCase11[i] = model.getPercentBusySignal()[Constants.REGULAR];
valuesCase12[i]= model.calcCost();
}
System.out.println("Case 1 - The maximum operators needed to satisfy all satisfaction level");
displayTable(valuesCase1,valuesCase2,valuesCase3,valuesCase4,valuesCase5,valuesCase6,1);
System.out.println("Case 2 - The optimal operators needed to satisfy all satisfaction level");
displayTable(valuesCase7,valuesCase8,valuesCase9,valuesCase10,valuesCase11,valuesCase12,2);
}
/*------------ Display the confidence intervals for various number of simulations --------------*/
private static void displayTable(double [] value1, double [] value2, double [] value3, double [] value4, double [] value5, double [] value6, int caseNum)
{
// Get the conficence intervals
// System.out.printf("-------------------------------------------------------------------------------------------------------\n");
// System.out.printf(" PE | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.1f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.1f\n", cfIntCase1.getPointEstimate(), cfIntCase2.getPointEstimate(),cfIntCase3.getPointEstimate(),cfIntCase4.getPointEstimate(),cfIntCase5.getPointEstimate(),cfIntCase6.getPointEstimate(),cfIntCase7.getPointEstimate(),cfIntCase8.getPointEstimate(),cfIntCase9.getPointEstimate(),cfIntCase10.getPointEstimate(),cfIntCase11.getPointEstimate(),cfIntCase12.getPointEstimate());
// System.out.printf(" S(n) | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f\n", cfIntCase1.getStdDev(), cfIntCase2.getStdDev(), cfIntCase3.getStdDev(), cfIntCase4.getStdDev(), cfIntCase5.getStdDev(), cfIntCase6.getStdDev(), cfIntCase7.getStdDev(), cfIntCase8.getStdDev(), cfIntCase9.getStdDev(), cfIntCase10.getStdDev(), cfIntCase11.getStdDev(), cfIntCase12.getStdDev());
// System.out.printf(" zeta | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f\n", cfIntCase1.getZeta(), cfIntCase2.getZeta(), cfIntCase3.getZeta(), cfIntCase4.getZeta(), cfIntCase5.getZeta(), cfIntCase6.getZeta(), cfIntCase7.getZeta(), cfIntCase8.getZeta(), cfIntCase9.getZeta(), cfIntCase10.getZeta(), cfIntCase11.getZeta(), cfIntCase12.getZeta());
// System.out.printf("CI Min | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.1f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.1f\n", cfIntCase1.getCfMin(), cfIntCase2.getCfMin(), cfIntCase3.getCfMin(), cfIntCase4.getCfMin(), cfIntCase5.getCfMin(), cfIntCase6.getCfMin(), cfIntCase7.getCfMin(), cfIntCase8.getCfMin(), cfIntCase9.getCfMin(), cfIntCase10.getCfMin(), cfIntCase11.getCfMin(), cfIntCase12.getCfMin());
// System.out.printf("CI Max | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.1f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.1f\n", cfIntCase1.getCfMax(), cfIntCase2.getCfMax(), cfIntCase3.getCfMax(), cfIntCase4.getCfMax(), cfIntCase5.getCfMax(), cfIntCase6.getCfMax(), cfIntCase7.getCfMax(), cfIntCase8.getCfMax(), cfIntCase9.getCfMax(), cfIntCase10.getCfMax(), cfIntCase11.getCfMax(), cfIntCase12.getCfMax());
// System.out.printf("zeta/PE | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f | %1.5f\n", cfIntCase1.getZeta()/cfIntCase1.getPointEstimate(),
// cfIntCase2.getZeta()/cfIntCase2.getPointEstimate(),
// cfIntCase3.getZeta()/cfIntCase3.getPointEstimate(),
// cfIntCase4.getZeta()/cfIntCase4.getPointEstimate(),
// cfIntCase5.getZeta()/cfIntCase5.getPointEstimate(),
// cfIntCase6.getZeta()/cfIntCase6.getPointEstimate());
//
// System.out.printf("----------------------------------------------------------------------------------------------------------------------------------\n");}
System.out.println("PEWG - Percentage of gold customers that meets our satisfaction level for wait time");
System.out.println("PEWS - Percentage of silver customers that meets our satisfaction level for wait time");
System.out.println("PEWR - Percentage of regular customers that meets our satisfaction level for wait time");
System.out.println("PBSC - Percentage of busy signal for Cardholder Customer");
System.out.println("PBSR - Percentage of busy signal for Regual Customer");
System.out.println("TC - The total cost");
System.out.printf("---------------------------------------------------------------------\n");
System.out.printf(" Case %d\n", caseNum);
System.out.printf("---------------------------------------------------------------------\n");
System.out.printf("n y(n) s(n) zeta(n) CI Min CI Max zeta(n)/y(n)\n");
System.out.printf("---------------------------------------------------------------------\n");
for(int ix1 = 0; ix1 < NUM_RUNS_ARRAY.length; ix1++)
{
int numruns = NUM_RUNS_ARRAY[ix1];
double [] pewr = new double[numruns];
double [] pews = new double[numruns];
double [] pewg = new double[numruns];
double [] pbsr = new double[numruns];
double [] pbsc = new double[numruns];
double [] tc = new double[numruns];
for(int ix2 = 0 ; ix2 < numruns; ix2++){
pewr[ix2] = value1[ix2];
pews[ix2] = value2[ix2];
pewg[ix2] = value3[ix2];
pbsr[ix2] = value4[ix2];
pbsc[ix2] = value5[ix2];
tc[ix2] = value6[ix2];
}
ConfidenceInterval pewr_ci = new ConfidenceInterval(pewr, CONF_LEVEL);
ConfidenceInterval pews_ci = new ConfidenceInterval(pews, CONF_LEVEL);
ConfidenceInterval pewg_ci = new ConfidenceInterval(pewg, CONF_LEVEL);
ConfidenceInterval pbsr_ci = new ConfidenceInterval(pbsr, CONF_LEVEL);
ConfidenceInterval pbsc_ci = new ConfidenceInterval(pbsc, CONF_LEVEL);
ConfidenceInterval tc_ci = new ConfidenceInterval(tc, CONF_LEVEL);
System.out.printf("%4d PEWR %8.4f %8.4f %8.4f %8.4f %8.4f %8.4f\n",
numruns, pewr_ci.getPointEstimate(), pewr_ci.getStdDev(), pewr_ci.getZeta(),
pewr_ci.getCfMin(), pewr_ci.getCfMax(), pewr_ci.getZeta()/pewr_ci.getPointEstimate());
System.out.printf(" PEWS %8.4f %8.4f %8.4f %8.4f %8.4f %8.4f\n",
pews_ci.getPointEstimate(), pews_ci.getStdDev(), pews_ci.getZeta(),
pews_ci.getCfMin(), pews_ci.getCfMax(), pews_ci.getZeta()/pews_ci.getPointEstimate());
System.out.printf(" PEWG %8.4f %8.4f %8.4f %8.4f %8.4f %8.4f\n",
pewg_ci.getPointEstimate(), pewg_ci.getStdDev(), pewg_ci.getZeta(),
pewg_ci.getCfMin(), pewg_ci.getCfMax(), pewg_ci.getZeta()/pewg_ci.getPointEstimate());
System.out.printf(" PBSR %8.4f %8.4f %8.4f %8.4f %8.4f %8.4f\n",
pbsr_ci.getPointEstimate(), pbsr_ci.getStdDev(), pbsr_ci.getZeta(),
pbsr_ci.getCfMin(), pbsr_ci.getCfMax(), pbsr_ci.getZeta()/pbsr_ci.getPointEstimate());
System.out.printf(" PBSC %8.4f %8.4f %8.4f %8.4f %8.4f %8.4f\n",
pbsc_ci.getPointEstimate(), pbsc_ci.getStdDev(), pbsc_ci.getZeta(),
pbsc_ci.getCfMin(), pbsc_ci.getCfMax(), pbsc_ci.getZeta()/pbsc_ci.getPointEstimate());
System.out.printf(" TC %8.1f %8.4f %8.4f %8.1f %8.1f %8.4f\n",
tc_ci.getPointEstimate(), tc_ci.getStdDev(), tc_ci.getZeta(),
tc_ci.getCfMin(), tc_ci.getCfMax(), tc_ci.getZeta()/tc_ci.getPointEstimate());
}
System.out.printf("---------------------------------------------------------------------\n");
}
}