package jsci.maths.analysis;
import jsci.maths.DimensionException;
import jsci.maths.Mapping;
import jsci.maths.fields.Ring;
import jsci.maths.groups.AbelianGroup;
/**
* This class describes a function on an n-dimensional space.
* @version 1.0
* @author Mark Hale
*/
public abstract class RealFunctionND implements Ring.Member {
protected final int dim;
protected RealFunctionND(int dim) {
this.dim = dim;
}
public abstract double map(double[] x);
/**
* Returns the dimension of the space this function is on.
*/
public final int dimension() {
return dim;
}
public Object getSet() {
throw new RuntimeException("Not implemented: file bug");
}
/**
* Returns the negative of this matrix.
*/
public AbelianGroup.Member negate() {
return new Negation(this);
}
private static class Negation extends RealFunctionND {
private final RealFunctionND f;
public Negation(RealFunctionND f) {
super(f.dim);
this.f = f;
}
public double map(double[] x) {
return -f.map(x);
}
}
/**
* Returns the addition of this function and another.
*/
public AbelianGroup.Member add(final AbelianGroup.Member f) {
if(f instanceof RealFunctionND)
return add((RealFunctionND)f);
else
throw new IllegalArgumentException("Member class not recognised by this method.");
}
public RealFunctionND add(RealFunctionND f) {
if(dim != f.dim)
throw new DimensionException("Functions have different dimensions.");
return new Sum(this, f);
}
private static class Sum extends RealFunctionND {
private final RealFunctionND f1, f2;
public Sum(RealFunctionND f1, RealFunctionND f2) {
super(f1.dim);
this.f1 = f1;
this.f2 = f2;
}
public double map(double[] x) {
return f1.map(x)+f2.map(x);
}
}
/**
* Returns the subtraction of this function and another.
*/
public AbelianGroup.Member subtract(final AbelianGroup.Member f) {
if(f instanceof RealFunctionND)
return subtract((RealFunctionND)f);
else
throw new IllegalArgumentException("Member class not recognised by this method.");
}
public RealFunctionND subtract(RealFunctionND f) {
if(dim != f.dim)
throw new DimensionException("Functions have different dimensions.");
return new Difference(this, f);
}
private static class Difference extends RealFunctionND {
private final RealFunctionND f1, f2;
public Difference(RealFunctionND f1, RealFunctionND f2) {
super(f1.dim);
this.f1 = f1;
this.f2 = f2;
}
public double map(double[] x) {
return f1.map(x)-f2.map(x);
}
}
/**
* Returns the multiplication of this function and another.
*/
public Ring.Member multiply(Ring.Member f) {
if(f instanceof RealFunctionND)
return multiply((RealFunctionND)f);
else
throw new IllegalArgumentException("Member class not recognised by this method.");
}
public RealFunctionND multiply(RealFunctionND f) {
if(dim != f.dim)
throw new DimensionException("Functions have different dimensions.");
return new Product(this, f);
}
private static class Product extends RealFunctionND {
private final RealFunctionND f1, f2;
public Product(RealFunctionND f1, RealFunctionND f2) {
super(f1.dim);
this.f1 = f1;
this.f2 = f2;
}
public double map(double[] x) {
return f1.map(x)*f2.map(x);
}
}
/**
* Returns the multiplicative inverse (reciprocal) of this function.
*/
public Ring.Member inverse() {
return new Reciprocal(this);
}
private static class Reciprocal extends RealFunctionND {
private final RealFunctionND f;
public Reciprocal(RealFunctionND f) {
super(f.dim);
this.f = f;
}
public double map(double[] x) {
return 1.0/f.map(x);
}
}
/**
* Returns the division of this function and another.
*/
public Ring.Member divide(Ring.Member f) {
if(f instanceof RealFunctionND)
return divide((RealFunctionND)f);
else
throw new IllegalArgumentException("Member class not recognised by this method.");
}
public RealFunctionND divide(RealFunctionND f) {
if(dim != f.dim)
throw new DimensionException("Functions have different dimensions.");
return new Quotient(this, f);
}
private static class Quotient extends RealFunctionND {
private final RealFunctionND f1, f2;
public Quotient(RealFunctionND f1, RealFunctionND f2) {
super(f1.dim);
this.f1 = f1;
this.f2 = f2;
}
public double map(double[] x) {
return f1.map(x)/f2.map(x);
}
}
public RealFunctionND tensor(RealFunction f) {
return new TensorProductN1D(this, f);
}
private static class TensorProductN1D extends RealFunctionND {
private final RealFunctionND f1;
private final RealFunction f2;
public TensorProductN1D(RealFunctionND f1, RealFunction f2) {
super(f1.dim+1);
this.f1 = f1;
this.f2 = f2;
}
public double map(double[] x) {
double[] x1 = new double[f1.dim];
System.arraycopy(x, 0, x1, 0, x1.length);
double x2 = x[x1.length];
return f1.map(x1)*f2.map(x2);
}
}
public RealFunctionND tensor(RealFunctionND f) {
return new TensorProductND(this, f);
}
private static class TensorProductND extends RealFunctionND {
private final RealFunctionND f1, f2;
public TensorProductND(RealFunctionND f1, RealFunctionND f2) {
super(f1.dim+f2.dim);
this.f1 = f1;
this.f2 = f2;
}
public double map(double[] x) {
double[] x1 = new double[f1.dim];
double[] x2 = new double[f2.dim];
System.arraycopy(x, 0, x1, 0, x1.length);
System.arraycopy(x, x1.length, x2, 0, x2.length);
return f1.map(x1)*f2.map(x2);
}
}
public static RealFunctionND constant(int dim, double k) {
return new Constant(dim, k);
}
private static class Constant extends RealFunctionND {
private final double A;
public Constant(int dim, double A) {
super(dim);
this.A = A;
}
public double map(double[] x) {
return A;
}
}
}
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