//------------------------------------------------------------------------------------------------
//------------------------------------------------------------------------------------------------
//------------------------------------------------------------------------------------------------
/*
* Constructor:
*/
/// <summary>
/// Simple complete constructor.
/// </summary>
/// <param name="e">The element to propagate belief to.</param>
/// <param name="factor">The factor to propagate belief.</param>
/// <exception cref="InvalidBeliefModelException">Thrown if the factor does not respect
/// 0 < factor < 1.</exception>
public DiscreteMappingPoint(DiscreteElement e, double factor)
: this()
{
if (0 > factor || factor > 1)
{
throw new InvalidBeliefModelException("The factors in the evidential mapping should respect 0 < factor < 1!");
}
this.Element = e;
this.MappingFactor = factor;
}
public static void TestCase()
{
Set <DiscreteElement> s = new Set <DiscreteElement>();
DiscreteElement peuh = new DiscreteElement(5, 3);
DiscreteElement peuh2 = new DiscreteElement(5, 9);
Console.WriteLine("\n\n" +
"+--------------------------------------------------------------------+\n" +
"| Generic Set Tests |\n" +
"+--------------------------------------------------------------------+"
);
Console.WriteLine("Empty set: {0}", s);
Console.WriteLine("Adding the element {0}", peuh);
s.Add(peuh);
Console.WriteLine("Resulting set: {0}", s);
Console.WriteLine("Adding the element {0}", peuh);
s.Add(peuh);
Console.WriteLine("Resulting set: {0}", s);
Console.WriteLine("Adding the element {0}", peuh2);
s.Add(peuh2);
Console.WriteLine("Resulting set: {0}", s);
Console.WriteLine("Removing the element {0}", peuh);
s.Remove(peuh);
Console.WriteLine("Resulting set: {0}", s);
Console.WriteLine("Removing the element {0}", peuh2);
s.Remove(peuh2);
Console.WriteLine("Resulting set: {0}", s);
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Empty set: {0}", s);
Console.WriteLine("Adding the element {0}", peuh);
s += peuh;
Console.WriteLine("Resulting set: {0}", s);
Console.WriteLine("Adding the element {0}", peuh);
s += peuh;
Console.WriteLine("Resulting set: {0}", s);
Console.WriteLine("Adding the element {0}", peuh2);
s += peuh2;
Console.WriteLine("Resulting set: {0}", s);
Console.WriteLine("Removing the element {0}", peuh);
s -= peuh;
Console.WriteLine("Resulting set: {0}", s);
Console.WriteLine("Removing the element {0}", peuh2);
s -= peuh2;
Console.WriteLine("Resulting set: {0}", s);
}
public static void TestCase()
{
DiscreteElement peuh = new DiscreteElement(5, 3);
DiscreteElement peuh2 = new DiscreteElement(5, 9);
StringReferenceList refList = new StringReferenceList("Aka", "Bea", "Coq", "Dad", "Elf");
Console.WriteLine("\n\n" +
"+--------------------------------------------------------------------+\n" +
"| DiscreteElement Tests |\n" +
"+--------------------------------------------------------------------+"
);
Console.WriteLine(refList);
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Building Element from strings Aka, Coq, Elf");
Console.WriteLine("Element: {0}", (new DiscreteElement(refList, new string[] { "Aka", "Coq", "Elf" })).ToString());
Console.WriteLine("Element: {0}", (new DiscreteElement(refList, "Aka", "Coq", "Elf").ToString(refList)));
Console.WriteLine("Building Element of size 68 with 4 2 0");
Console.WriteLine("Element: {0}", (new DiscreteElement(68, 4, 2, 0)));
Console.WriteLine("Building Element of size 36 with 0 2");
Console.WriteLine("Element: {0}", (new DiscreteElement(36, 0, 2)));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("Conjunction: {0}", peuh.Conjunction(peuh2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("Conjunction: {0}", peuh & peuh2);
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh.ToString(refList));
Console.WriteLine("Element 2: {0}", peuh2.ToString(refList));
Console.WriteLine("Conjunction: {0}", peuh.Conjunction(peuh2).ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh.ToString(refList));
Console.WriteLine("Element 2: {0}", peuh2.ToString(refList));
Console.WriteLine("Conjunction: {0}", (peuh & peuh2).ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("Disjunction: {0}", peuh.Disjunction(peuh2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("Disjunction: {0}", peuh | peuh2);
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh.ToString(refList));
Console.WriteLine("Element 2: {0}", peuh2.ToString(refList));
Console.WriteLine("Disjunction: {0}", peuh.Disjunction(peuh2).ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh.ToString(refList));
Console.WriteLine("Element 2: {0}", peuh2.ToString(refList));
Console.WriteLine("Disjunction: {0}", (peuh | peuh2).ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Opposite 1: {0}", peuh.Opposite());
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("Opposite 2: {0}", peuh2.Opposite());
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("Equals (false) : {0}", peuh.Equals(peuh2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh);
Console.WriteLine("Equals (true) : {0}", peuh.Equals(peuh));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("IsASubset (false) : {0}", peuh.IsASubset(peuh2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh.Conjunction(peuh2));
Console.WriteLine("IsASubset (true) : {0}", peuh.Conjunction(peuh2).IsASubset(peuh));
Console.WriteLine("----------------------------------------------------------------------");
peuh = new DiscreteElement(68, 68);
peuh2 = new DiscreteElement(68, 75);
DiscreteElement peuh3 = peuh.Conjunction(peuh2);
Console.WriteLine("Test of really big elements:");
Console.WriteLine("Element of size 68: {0}", peuh);
Console.WriteLine("Opposite: {0}", peuh.Opposite());
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("Conjunction: {0}", peuh.Conjunction(peuh2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("Disjunction: {0}", peuh.Disjunction(peuh2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Opposite 1: {0}", peuh.Opposite());
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("Opposite 2: {0}", peuh2.Opposite());
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("Equals (false) : {0}", peuh.Equals(peuh2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh);
Console.WriteLine("Equals (true) : {0}", peuh.Equals(peuh));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh2);
Console.WriteLine("IsASubset (false) : {0}", peuh.IsASubset(peuh2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Element 1: {0}", peuh);
Console.WriteLine("Element 2: {0}", peuh.Conjunction(peuh2));
Console.WriteLine("IsASubset (true) : {0}", peuh.Conjunction(peuh2).IsASubset(peuh));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Get the complete set: {0}", DiscreteElement.GetCompleteElement(68));
Console.WriteLine("Get the emptyset: {0}", DiscreteElement.GetEmptyElement(68));
Console.WriteLine("----------------------------------------------------------------------");
//Performance tests:
DiscreteElement small1 = new DiscreteElement(5, 27);
DiscreteElement small2 = new DiscreteElement(5, 13);
DiscreteElement small3 = new DiscreteElement(64, 49227);
DiscreteElement small4 = new DiscreteElement(64, 987543);
int nbIterations = 1000000;
Stopwatch watch = Stopwatch.StartNew();
//Small conjunction test:
for (int i = 0; i < nbIterations; i++)
{
small1.Conjunction(small2);
}
Console.WriteLine("Small conjunctions ({1}): {0}ms", watch.ElapsedMilliseconds, nbIterations);
watch = Stopwatch.StartNew();
//Small conjunction test:
for (int i = 0; i < nbIterations; i++)
{
small3.Conjunction(small4);
}
Console.WriteLine("Big conjunctions ({1}): {0}ms", watch.ElapsedMilliseconds, nbIterations);
Console.WriteLine("----------------------------------------------------------------------");
watch = Stopwatch.StartNew();
//Small conjunction test:
for (int i = 0; i < nbIterations; i++)
{
small1.Disjunction(small2);
}
Console.WriteLine("Small disjunctions ({1}): {0}ms", watch.ElapsedMilliseconds, nbIterations);
watch = Stopwatch.StartNew();
//Small conjunction test:
for (int i = 0; i < nbIterations; i++)
{
small3.Disjunction(small4);
}
Console.WriteLine("Big disjunctions ({1}): {0}ms", watch.ElapsedMilliseconds, nbIterations);
Console.WriteLine("----------------------------------------------------------------------");
}
public static void TestCase()
{
DiscreteSet s = new DiscreteSet();
DiscreteElement peuh = new DiscreteElement(5, 3);
DiscreteElement peuh2 = new DiscreteElement(5, 9);
StringReferenceList refList = new StringReferenceList("Aka", "Bea", "Coq", "Dad", "Elf");
Console.WriteLine("\n\n" +
"+--------------------------------------------------------------------+\n" +
"| DiscreteSet Tests |\n" +
"+--------------------------------------------------------------------+"
);
Console.WriteLine(refList);
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Empty set: {0}", s.ToString(refList));
Console.WriteLine("Adding the element {0}", peuh.ToString(refList));
s.Add(peuh);
Console.WriteLine("Resulting set: {0}", s.ToString(refList));
Console.WriteLine("Adding the element {0}", peuh.ToString(refList));
s.Add(peuh);
Console.WriteLine("Resulting set: {0}", s.ToString(refList));
Console.WriteLine("Adding the element {0}", peuh2.ToString(refList));
s.Add(peuh2);
Console.WriteLine("Resulting set: {0}", s.ToString(refList));
Console.WriteLine("Removing the element {0}", peuh.ToString(refList));
s.Remove(peuh);
Console.WriteLine("Resulting set: {0}", s.ToString(refList));
Console.WriteLine("Removing the element {0}", peuh2.ToString(refList));
s.Remove(peuh2);
Console.WriteLine("Resulting set: {0}", s.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Empty set: {0}", s.ToString(refList));
Console.WriteLine("Adding the element {0}", peuh.ToString(refList));
s += peuh;
Console.WriteLine("Resulting set: {0}", s.ToString(refList));
Console.WriteLine("Adding the element {0}", peuh.ToString(refList));
s += peuh;
Console.WriteLine("Resulting set: {0}", s.ToString(refList));
Console.WriteLine("Adding the element {0}", peuh2.ToString(refList));
s += peuh2;
Console.WriteLine("Resulting set: {0}", s.ToString(refList));
Console.WriteLine("Removing the element {0}", peuh.ToString(refList));
s -= peuh;
Console.WriteLine("Resulting set: {0}", s.ToString(refList));
Console.WriteLine("Removing the element {0}", peuh2.ToString(refList));
s -= peuh2;
Console.WriteLine("Resulting set: {0}", s.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Generating a set of 4 atoms.");
s = DiscreteSet.GenerateSetOfAtoms(4);
Console.WriteLine("Resulting set: {0}", s);
Console.WriteLine("Number of elements: {0}", s.Card);
Console.WriteLine("Size of elements: {0}", s.ElementSize);
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Generating a set of 6 atoms.");
s = DiscreteSet.GenerateSetOfAtoms(6);
Console.WriteLine("Resulting set: {0}", s);
Console.WriteLine("Number of elements: {0}", s.Card);
Console.WriteLine("Size of elements: {0}", s.ElementSize);
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Generating a set of 68 atoms.");
s = DiscreteSet.GenerateSetOfAtoms(68);
Console.WriteLine("Resulting set: {0}", s.ToStringOnePerLine());
Console.WriteLine("Number of elements: {0}", s.Card);
Console.WriteLine("Size of elements: {0}", s.ElementSize);
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Generating a powerset with 4 worlds.");
s = DiscreteSet.GeneratePowerSet(4);
Console.WriteLine("Resulting set: {0}", s.ToStringOnePerLine());
Console.WriteLine("Number of elements: {0}", s.Card);
Console.WriteLine("Size of elements: {0}", s.ElementSize);
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Generating a powerset with 6 worlds.");
s = DiscreteSet.GeneratePowerSet(6);
Console.WriteLine("Resulting set: {0}", s.ToStringOnePerLine());
Console.WriteLine("Number of elements: {0}", s.Card);
Console.WriteLine("Size of elements: {0}", s.ElementSize);
Console.WriteLine("----------------------------------------------------------------------");
}
//------------------------------------------------------------------------------------------------
//------------------------------------------------------------------------------------------------
//------------------------------------------------------------------------------------------------
/*
* Constructor:
*/
/// <summary>
/// Builds an empty evidential mapping vector with just the element from which it will depend.
/// </summary>
/// <param name="e">The element from which the belief will be propagated.</param>
public DiscreteMappingVector(DiscreteElement e)
{
_from = e;
_to = new List <DiscreteMappingPoint>();
}
//------------------------------------------------------------------------------------------------
/// <summary>
/// Adds a new mapping point (a new focal element, an element of the matrix) to which belief will be propagated.
/// </summary>
/// <param name="e">The element to add.</param>
/// <param name="mappingFactor">The mapping factor between the element of origin and this focal element.</param>
/// <exception cref="InvalidBeliefModelException">Thrown if the given point is already contained
/// in this vector.</exception>
public void AddPoint(DiscreteElement e, double mappingFactor)
{
this.AddPoint(new DiscreteMappingPoint(e, mappingFactor));
}
public static void TestCase()
{
StringReferenceList refList = new StringReferenceList("Yes", "No");
DiscreteMassFunction m1 = new DiscreteMassFunction();
m1.AddMass(new DiscreteElement(2, 1), 0.1);
m1.AddMass(new DiscreteElement(2, 2), 0.3);
m1.AddMass(new DiscreteElement(2, 3), 0.6);
m1.AddMass(new DiscreteElement(2, 3), 0.4);
Console.WriteLine("\n\n" +
"+--------------------------------------------------------------------+\n" +
"| DiscreteMassFunction Tests |\n" +
"+--------------------------------------------------------------------+"
);
Console.WriteLine(refList);
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine(m1);
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Removing 0.4 to the total ignorance.");
m1.RemoveMass(DiscreteElement.GetCompleteElement(2), 0.4);
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
DiscreteElement yes = new DiscreteElement(2, 1);
DiscreteElement no = new DiscreteElement(2, 2);
DiscreteElement yesUNo = new DiscreteElement(2, 3);
Console.WriteLine("Belief tests:");
Console.WriteLine("bel({0}) = {1} (should be 0.1)", yes, m1.Bel(yes));
Console.WriteLine("bel({0}) = {1} (should be 0.3)", no, m1.Bel(no));
Console.WriteLine("bel({0}) = {1} (should be 1.0)", yesUNo, m1.Bel(yesUNo));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("BetP tests:");
Console.WriteLine("BetP({0}) = {1} (should be 0.4)", yes, m1.BetP(yes));
Console.WriteLine("BetP({0}) = {1} (should be 0.6)", no, m1.BetP(no));
Console.WriteLine("BetP({0}) = {1} (should be 1.0)", yesUNo, m1.BetP(yesUNo));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Plausibility tests:");
Console.WriteLine("pl({0}) = {1} (should be 0.7)", yes, m1.Pl(yes));
Console.WriteLine("pl({0}) = {1} (should be 0.9)", no, m1.Pl(no));
Console.WriteLine("pl({0}) = {1} (should be 1.0)", yesUNo, m1.Pl(yesUNo));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Commonality tests:");
Console.WriteLine("q({0}) = {1} (should be 0.7)", yes, m1.Q(yes));
Console.WriteLine("q({0}) = {1} (should be 0.9)", no, m1.Q(no));
Console.WriteLine("q({0}) = {1} (should be 0.6)", yesUNo, m1.Q(yesUNo));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Conditioning test:");
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("Conditioning by {0}...", yes.ToString(refList));
m1 = m1.Conditioning(yes);
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Conditioning test:");
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("Conditioning by {0}...", no.ToString(refList));
m1 = m1.Conditioning(no);
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
m1 = new DiscreteMassFunction();
m1.AddMass(new DiscreteElement(2, 1), 0.1);
m1.AddMass(new DiscreteElement(2, 2), 0.3);
m1.AddMass(new DiscreteElement(2, 3), 0.6);
Console.WriteLine("Conditioning test:");
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("Conditioning by {0}...", no.ToString(refList));
m1 = m1.Conditioning(no);
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Conditioning test:");
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("Conditioning by {0}...", yes.ToString(refList));
m1 = m1.Conditioning(yes);
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
m1 = new DiscreteMassFunction();
m1.AddMass(new DiscreteElement(2, 1), 0.1);
m1.AddMass(new DiscreteElement(2, 2), 0.3);
m1.AddMass(new DiscreteElement(2, 3), 0.6);
Console.WriteLine("Weakening test:");
Console.WriteLine(m1.ToString(refList));
m1 = m1.Weakening(0.1);
Console.WriteLine("Weakened by with alpha = 0.1");
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
m1 = new DiscreteMassFunction();
m1.AddMass(new DiscreteElement(2, 1), 0.1);
m1.AddMass(new DiscreteElement(2, 2), 0.3);
m1.AddMass(new DiscreteElement(2, 3), 0.6);
Console.WriteLine("Discounting test:");
Console.WriteLine(m1.ToString(refList));
m1 = m1.Discounting(0.1);
Console.WriteLine("Disounting by with alpha = 0.1");
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
m1 = new DiscreteMassFunction();
m1.AddMass(new DiscreteElement(2, 1), 0.0);
m1.AddMass(new DiscreteElement(2, 2), 0.3);
m1.AddMass(new DiscreteElement(2, 3), 0.7);
Console.WriteLine("Cleaning test:");
Console.WriteLine(m1.ToString(refList));
m1.Clean();
Console.WriteLine("After cleaning:");
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
m1 = new DiscreteMassFunction();
m1.AddMass(new DiscreteElement(2, 1), 0.33);
m1.AddMass(new DiscreteElement(2, 2), 0.66);
m1.AddMass(new DiscreteElement(2, 3), 1.01);
Console.WriteLine("Normalization test");
Console.WriteLine(m1.ToString(refList));
m1.Normalise();
Console.WriteLine("After normalization:");
Console.WriteLine(m1.ToString(refList));
Console.WriteLine("----------------------------------------------------------------------");
m1 = new DiscreteMassFunction();
m1.AddMass(new DiscreteElement(2, 1), 0.2);
m1.AddMass(new DiscreteElement(2, 2), 0.2);
m1.AddMass(new DiscreteElement(2, 3), 0.6);
DiscreteMassFunction m2 = new DiscreteMassFunction();
m2.AddMass(new DiscreteElement(2, 1), 0.2);
m2.AddMass(new DiscreteElement(2, 2), 0.6);
m2.AddMass(new DiscreteElement(2, 3), 0.2);
Console.WriteLine("Smets combination test:");
Console.WriteLine("m1: {0}\nm2: {1}", m1, m2);
Console.WriteLine("Combination:\n{0}", m1.CombinationSmets(m2));
Console.WriteLine("----------------------------------------------------------------------");
DiscreteMassFunction m3 = new DiscreteMassFunction();
m3.AddMass(new DiscreteElement(2, 1), 0.8);
m3.AddMass(new DiscreteElement(2, 2), 0.2);
Console.WriteLine("Smets combination test:");
Console.WriteLine("Adding a mass function: {0}", m3);
Console.WriteLine("Combination:\n{0}", m1.CombinationSmets(m2, m3));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Dempster combination test:");
Console.WriteLine("m1: {0}\nm2: {1}", m1, m2);
Console.WriteLine("Combination:\n{0}", m1.CombinationDempster(m2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Dempster combination test:");
Console.WriteLine("Adding a mass function: {0}", m3);
Console.WriteLine("Combination:\n{0}", m1.CombinationDempster(m2, m3));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Disjunctive combination test:");
Console.WriteLine("m1: {0}\nm2: {1}", m1, m2);
Console.WriteLine("Combination:\n{0}", m1.CombinationDisjunctive(m2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Disjunctive combination test:");
Console.WriteLine("Adding a mass function: {0}", m3);
Console.WriteLine("Combination:\n{0}", m1.CombinationDisjunctive(m2, m3));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Yager combination test:");
Console.WriteLine("m1: {0}\nm2: {1}", m1, m2);
Console.WriteLine("Combination:\n{0}", m1.CombinationYager(m2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Yager combination test:");
Console.WriteLine("Adding a mass function: {0}", m3);
Console.WriteLine("Combination:\n{0}", m1.CombinationYager(m2, m3));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Average combination test:");
Console.WriteLine("m1: {0}\nm2: {1}", m1, m2);
Console.WriteLine("Combination:\n{0}", m1.CombinationAverage(m2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Average combination test:");
Console.WriteLine("Adding a mass function: {0}", m3);
Console.WriteLine("Combination:\n{0}", m1.CombinationAverage(m2, m3));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Murphy combination test:");
Console.WriteLine("m1: {0}\nm2: {1}", m1, m2);
Console.WriteLine("Combination:\n{0}", m1.CombinationMurphy(m2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Murphy combination test:");
Console.WriteLine("Adding a mass function: {0}", m3);
Console.WriteLine("Combination:\n{0}", m1.CombinationMurphy(m2, m3));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Chen combination test:");
Console.WriteLine("m1: {0}\nm2: {1}", m1, m2);
Console.WriteLine("Combination:\n{0}", m1.CombinationChen(m2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Chen combination test:");
Console.WriteLine("Adding a mass function: {0}", m3);
Console.WriteLine("Combination:\n{0}", m1.CombinationChen(m2, m3));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("GetTreeOfFocals test with previous mass functions:");
List <List <DiscreteElement> > tree = DiscreteMassFunction.GetTreeOfFocals(m1, m2);
foreach (List <DiscreteElement> list in tree)
{
Console.Write("< ");
foreach (DiscreteElement e in list)
{
Console.Write("{0} ", e);
}
Console.Write(">\n");
}
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("DuboisPrade combination test:");
Console.WriteLine("m1: {0}\nm2: {1}", m1, m2);
Console.WriteLine("Combination:\n{0}", m1.CombinationDuboisPrade(m2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("GetTreeOfFocals test with previous mass functions:");
tree = DiscreteMassFunction.GetTreeOfFocals(m1, m2, m3);
foreach (List <DiscreteElement> list in tree)
{
Console.Write("< ");
foreach (DiscreteElement e in list)
{
Console.Write("{0} ", e);
}
Console.Write(">\n");
}
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("DuboisPrade combination test:");
Console.WriteLine("Adding a mass function: {0}", m3);
Console.WriteLine("Combination:\n{0}", m1.CombinationDuboisPrade(m2, m3));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Distance trivial test:\n{0}", m1);
Console.WriteLine("Distance with itself: {0}", m1.Distance(m1));
Console.WriteLine("----------------------------------------------------------------------");
DiscreteMassFunction trivial1 = new DiscreteMassFunction();
trivial1.AddMass(new DiscreteElement(3, 0), 1);
DiscreteMassFunction trivial2 = new DiscreteMassFunction();
trivial2.AddMass(new DiscreteElement(3, 7), 1);
Console.WriteLine("Distance trivial test 2:\n{0}\nand {1}", trivial1, trivial2);
Console.WriteLine("Distance between both: {0}", trivial1.Distance(trivial2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Distance test:\n{0}\n{1}", m1, m2);
Console.WriteLine("Distance between both: {0}", m1.Distance(m2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Distance test:\n{0}\n{1}", m1, m2);
Console.WriteLine("Distance between both + m1: {0}", m1.Distance(m1, m2));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("Auto-conflict test:\n{0}", m1);
Console.WriteLine("Auto-conflict:\nDegree 1: {0}", m1.AutoConflict(1));
Console.WriteLine("Degree 2: {0}", m1.AutoConflict(2));
Console.WriteLine("Degree 3: {0}", m1.AutoConflict(3));
Console.WriteLine("Degree 4: {0}", m1.AutoConflict(4));
Console.WriteLine("Degree 5: {0}", m1.AutoConflict(5));
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("GetMax test:");
Console.WriteLine(m1.ToString(refList));
Console.WriteLine();
List <FocalElement <DiscreteElement> > max;
max = m1.GetMax(m1.M, 1);
Console.WriteLine("Max of m(), maxCard = 1:");
foreach (FocalElement <DiscreteElement> fe in max)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
max = m1.GetMax(m1.M, 2);
Console.WriteLine("Max of m(), maxCard = 2:");
foreach (FocalElement <DiscreteElement> fe in max)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
max = m1.GetMax(m1.Bel, 1);
Console.WriteLine("Max of bel(), maxCard = 1:");
foreach (FocalElement <DiscreteElement> fe in max)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
max = m1.GetMax(m1.Bel, 2);
Console.WriteLine("Max of bel(), maxCard = 2:");
foreach (FocalElement <DiscreteElement> fe in max)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
max = m1.GetMax(m1.BetP, 1);
Console.WriteLine("Max of BetP(), maxCard = 1:");
foreach (FocalElement <DiscreteElement> fe in max)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
max = m1.GetMax(m1.BetP, 2);
Console.WriteLine("Max of BetP(), maxCard = 2:");
foreach (FocalElement <DiscreteElement> fe in max)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
max = m1.GetMax(m1.Pl, 1);
Console.WriteLine("Max of pl(), maxCard = 1:");
foreach (FocalElement <DiscreteElement> fe in max)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
max = m1.GetMax(m1.Pl, 2);
Console.WriteLine("Max of pl(), maxCard = 2:");
foreach (FocalElement <DiscreteElement> fe in max)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
max = m1.GetMax(m1.Q, 1);
Console.WriteLine("Max of q(), maxCard = 1:");
foreach (FocalElement <DiscreteElement> fe in max)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
max = m1.GetMax(m1.Q, 2);
Console.WriteLine("Max of q(), maxCard = 2:");
foreach (FocalElement <DiscreteElement> fe in max)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine("----------------------------------------------------------------------");
Console.WriteLine("GetMin test:");
Console.WriteLine(m1.ToString(refList));
Console.WriteLine();
List <FocalElement <DiscreteElement> > min;
min = m1.GetMin(m1.M, 1);
Console.WriteLine("Min of m(), maxCard = 1:");
foreach (FocalElement <DiscreteElement> fe in min)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
min = m1.GetMin(m1.M, 2);
Console.WriteLine("Min of m(), maxCard = 2:");
foreach (FocalElement <DiscreteElement> fe in min)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
min = m1.GetMin(m1.Bel, 1);
Console.WriteLine("Min of bel(), maxCard = 1:");
foreach (FocalElement <DiscreteElement> fe in min)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
min = m1.GetMin(m1.Bel, 2);
Console.WriteLine("Min of bel(), maxCard = 2:");
foreach (FocalElement <DiscreteElement> fe in min)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
min = m1.GetMin(m1.BetP, 1);
Console.WriteLine("Min of BetP(), maxCard = 1:");
foreach (FocalElement <DiscreteElement> fe in min)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
min = m1.GetMin(m1.BetP, 2);
Console.WriteLine("Min of BetP(), maxCard = 2:");
foreach (FocalElement <DiscreteElement> fe in min)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
min = m1.GetMin(m1.Pl, 1);
Console.WriteLine("Min of pl(), maxCard = 1:");
foreach (FocalElement <DiscreteElement> fe in min)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
min = m1.GetMin(m1.Pl, 2);
Console.WriteLine("Min of pl(), maxCard = 2:");
foreach (FocalElement <DiscreteElement> fe in min)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
min = m1.GetMin(m1.Q, 1);
Console.WriteLine("Min of q(), maxCard = 1:");
foreach (FocalElement <DiscreteElement> fe in min)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine();
min = m1.GetMin(m1.Q, 2);
Console.WriteLine("Min of q(), maxCard = 2:");
foreach (FocalElement <DiscreteElement> fe in min)
{
Console.WriteLine("Element: {0}, Value: {1}", fe.Element.ToString(refList), fe.Value);
}
Console.WriteLine("----------------------------------------------------------------------");
}
//------------------------------------------------------------------------------------------------
//------------------------------------------------------------------------------------------------
//------------------------------------------------------------------------------------------------
/*
* Constructor:
*/
/// <summary>
/// A basic constructor from a discrete element. No point is associated first.
/// </summary>
/// <param name="e">The element for which a model will be created.</param>
public DiscreteSensorFocalBelief(DiscreteElement e)
{
_element = e;
_belief = new List <DiscreteSensorFocalPoint>();
}
