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Comparing the query complexity of active learning algorithms for deterministic finite automata
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Muhammad Raufu Miah
Comparing the query complexity of active learning algorithms for deterministic finite automata
Commits
a58e8ccc
Commit
a58e8ccc
authored
1 year ago
by
Muhammad Raufu Miah
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Update ExperimentsRandomTestsFixedSystemFixedAcceptanceRatioVarTestSize.java
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cfaed954
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ExperimentsRandomTestsFixedSystemFixedAcceptanceRatioVarTestSize.java
+13
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13 additions, 10 deletions
...andomTestsFixedSystemFixedAcceptanceRatioVarTestSize.java
with
13 additions
and
10 deletions
ExperimentsRandomTestsFixedSystemFixedAcceptanceRatioVarTestSize.java
+
13
−
10
View file @
a58e8ccc
...
...
@@ -32,13 +32,13 @@ import java.util.List;
import
java.util.Random
;
import
java.util.stream.Collectors
;
public
class
Experiments
RandomTestsFixedSystemFixedAcceptanceRatioVarTestSize
{
public
class
Experiments
{
public
static
void
main
(
String
[]
args
)
{
// Define configurations
int
[]
yValues
=
{
5
};
int
[]
zValues
=
{
100
};
double
[]
xValues
=
{
10
,
20
,
30
,
40
,
50
,
60
,
70
,
80
,
90
,
100
,
150
,
200
,
500
};
double
[]
xValues
=
{
0.01
,
0.02
,
0.04
,
0.08
,
0.16
,
0.32
,
0.5
};
// Declare arrays to store the average membership queries and average equivalence queries
double
[]
avgMemQueriesLstar
=
new
double
[
xValues
.
length
];
...
...
@@ -91,9 +91,9 @@ public class ExperimentsRandomTestsFixedSystemFixedAcceptanceRatioVarTestSize {
// Generate 100 random DFAs for each configuration
for
(
int
i
=
0
;
i
<
100
;
i
++)
{
System
.
out
.
println
(
"Generating random DFA "
+
i
+
" for configuration (x,y,z):"
+
0.1
+
","
+
y
+
","
+
z
+
"Test Size: "
+
x
);
System
.
out
.
println
(
"Generating random DFA "
+
i
+
" for configuration (x,y,z):"
+
x
+
","
+
y
+
","
+
z
+
"Test Size: "
+
100
);
Random
rand
=
new
Random
();
ExampleRandomDFA
example
=
new
ExampleRandomDFA
(
rand
,
y
,
z
,
0.1
,
alphabet
);
ExampleRandomDFA
example
=
new
ExampleRandomDFA
(
rand
,
y
,
z
,
x
,
alphabet
);
DFA
<?,
Integer
>
dfa
=
example
.
getReferenceAutomaton
();
...
...
@@ -104,31 +104,31 @@ public class ExperimentsRandomTestsFixedSystemFixedAcceptanceRatioVarTestSize {
MembershipOracle
.
DFAMembershipOracle
<
Integer
>
memOracleLstar
=
new
DFASimulatorOracle
<>(
dfa
);
DFACounterOracle
<
Integer
>
memCounterOracleLstar
=
new
DFACounterOracle
<>(
memOracleLstar
);
MembershipOracle
.
DFAMembershipOracle
<
Integer
>
memUtilOracleLstar
=
new
DFASimulatorOracle
<>(
dfa
);
EquivalenceOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqOracleLstar
=
new
DFARandomWordsEQOracle
<
Integer
>(
memUtilOracleLstar
,
1
,
100
,
(
int
)
x
,
rand
);
EquivalenceOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqOracleLstar
=
new
DFARandomWordsEQOracle
<
Integer
>(
memUtilOracleLstar
,
1
,
100
,
(
int
)
100
,
rand
);
EQCounterOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqCounterOracleLstar
=
new
EQCounterOracle
<>(
eqOracleLstar
);
MembershipOracle
.
DFAMembershipOracle
<
Integer
>
memOracleRS
=
new
DFASimulatorOracle
<>(
dfa
);
DFACounterOracle
<
Integer
>
memCounterOracleRS
=
new
DFACounterOracle
<>(
memOracleRS
);
MembershipOracle
.
DFAMembershipOracle
<
Integer
>
memUtilOracleRS
=
new
DFASimulatorOracle
<>(
dfa
);
EquivalenceOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqOracleRS
=
new
DFARandomWordsEQOracle
<
Integer
>(
memUtilOracleRS
,
1
,
100
,
(
int
)
x
,
rand
);
EquivalenceOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqOracleRS
=
new
DFARandomWordsEQOracle
<
Integer
>(
memUtilOracleRS
,
1
,
100
,
(
int
)
100
,
rand
);
EQCounterOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqCounterOracleRS
=
new
EQCounterOracle
<>(
eqOracleRS
);
MembershipOracle
.
DFAMembershipOracle
<
Integer
>
memOracleKV
=
new
DFASimulatorOracle
<>(
dfa
);
DFACounterOracle
<
Integer
>
memCounterOracleKV
=
new
DFACounterOracle
<>(
memOracleKV
);
MembershipOracle
.
DFAMembershipOracle
<
Integer
>
memUtilOracleKV
=
new
DFASimulatorOracle
<>(
dfa
);
EquivalenceOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqOracleKV
=
new
DFARandomWordsEQOracle
<
Integer
>(
memUtilOracleKV
,
1
,
100
,
(
int
)
x
,
rand
);
EquivalenceOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqOracleKV
=
new
DFARandomWordsEQOracle
<
Integer
>(
memUtilOracleKV
,
1
,
100
,
(
int
)
100
,
rand
);
EQCounterOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqCounterOracleKV
=
new
EQCounterOracle
<>(
eqOracleRS
);
MembershipOracle
.
DFAMembershipOracle
<
Integer
>
memOracleOP
=
new
DFASimulatorOracle
<>(
dfa
);
DFACounterOracle
<
Integer
>
memCounterOracleOP
=
new
DFACounterOracle
<>(
memOracleOP
);
MembershipOracle
.
DFAMembershipOracle
<
Integer
>
memUtilOracleOP
=
new
DFASimulatorOracle
<>(
dfa
);
EquivalenceOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqOracleOP
=
new
DFARandomWordsEQOracle
<
Integer
>(
memUtilOracleRS
,
1
,
100
,
(
int
)
x
,
rand
);
EquivalenceOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqOracleOP
=
new
DFARandomWordsEQOracle
<
Integer
>(
memUtilOracleRS
,
1
,
100
,
(
int
)
100
,
rand
);
EQCounterOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqCounterOracleOP
=
new
EQCounterOracle
<>(
eqOracleRS
);
MembershipOracle
.
DFAMembershipOracle
<
Integer
>
memOracleTTT
=
new
DFASimulatorOracle
<>(
dfa
);
DFACounterOracle
<
Integer
>
memCounterOracleTTT
=
new
DFACounterOracle
<>(
memOracleTTT
);
MembershipOracle
.
DFAMembershipOracle
<
Integer
>
memUtilOracleTTT
=
new
DFASimulatorOracle
<>(
dfa
);
EquivalenceOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqOracleTTT
=
new
DFARandomWordsEQOracle
<
Integer
>(
memUtilOracleRS
,
1
,
100
,
(
int
)
x
,
rand
);
EquivalenceOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqOracleTTT
=
new
DFARandomWordsEQOracle
<
Integer
>(
memUtilOracleRS
,
1
,
100
,
(
int
)
100
,
rand
);
EQCounterOracle
<
DFA
<?,
Integer
>,
Integer
,
Boolean
>
eqCounterOracleTTT
=
new
EQCounterOracle
<>(
eqOracleRS
);
...
...
@@ -201,10 +201,11 @@ public class ExperimentsRandomTestsFixedSystemFixedAcceptanceRatioVarTestSize {
XYChart chart2 = QuickChart.getChart("Average Equivalence Queries", "Test Size", "Queries", seriesNames, xValues, new double[][]{avgEqQueriesLstar, avgEqQueriesRS,avgEqQueriesKV, avgEqQueriesOP, avgEqQueriesTTT});
new SwingWrapper(chart2).displayChart();*/
XYChart
chart5
=
QuickChart
.
getChart
(
"n=100,k=5,AcceptanceRatio
=0.1"
,
"Test Size
"
,
"Accuracy"
,
seriesNames
,
xValues
,
new
double
[][]{
accuracyLstar
,
accuracyRS
,
accuracyKV
,
accuracyOP
,
accuracyTTT
});
XYChart
chart5
=
QuickChart
.
getChart
(
"n=100,k=5,
Tests=100"
,
"
Acceptance
Ratio"
,
"Accuracy"
,
seriesNames
,
xValues
,
new
double
[][]{
accuracyLstar
,
accuracyRS
,
accuracyKV
,
accuracyOP
,
accuracyTTT
});
new
SwingWrapper
(
chart5
).
displayChart
();
printXYChartPairs
(
chart5
);
}
...
...
@@ -297,6 +298,7 @@ public class ExperimentsRandomTestsFixedSystemFixedAcceptanceRatioVarTestSize {
if
((
counterexample
=
controle
.
findCounterExample
(
learner
.
getHypothesisModel
(),
alphabet
))
==
null
){
return
1
;}
return
0
;
}
public
static
void
printXYChartPairs
(
XYChart
chart
)
{
System
.
out
.
println
(
"Chart: "
+
chart
.
getTitle
());
// Get all series in the chart
...
...
@@ -324,4 +326,5 @@ public class ExperimentsRandomTestsFixedSystemFixedAcceptanceRatioVarTestSize {
}
}
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