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simplifyExtension.cs
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simplifyExtension.cs
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/*
Katherine Kjeer
2015
simplifyExtension.cs
Extension methods to (partially) simplify a real-valued mathematical function
e.g. replaces 1 * x with x, x + 0 with x, etc.
Treats mathematical functions as Expression trees
*/
namespace SimplifyExtension {
using System;
using System.Linq.Expressions;
public static class SimplifyExtension {
/*
Simplify()
returns a new (lambda) expression with the same parameters and a simplified body
*/
public static Expression Simplify (this Expression expr) {
LambdaExpression lambda = (LambdaExpression)expr;
return Expression.Lambda(lambda.Body.SimplifyBody(), lambda.Parameters);
}
/*
SimplifyBody()
returns a new simplified expression
*/
public static Expression SimplifyBody (this Expression expr) {
if (expr.NodeType == ExpressionType.Negate) {
return SimplifyNegate(expr);
}
if (expr.NodeType == ExpressionType.Add) {
return SimplifyAdd(expr);
}
if (expr.NodeType == ExpressionType.Subtract) {
return SimplifySubtract(expr);
}
if (expr.NodeType == ExpressionType.Multiply) {
return SimplifyMultiply(expr);
}
if (expr.NodeType == ExpressionType.Divide) {
return SimplifyDivide(expr);
}
if (expr.NodeType == ExpressionType.Power) {
return SimplifyPower(expr);
}
if (expr.NodeType == ExpressionType.Call) {
return SimplifyMath(expr);
}
return expr;
}
/*
SimplifyMath()
Private helper to simplify math functions (log, trig, etc.)
*/
private static Expression SimplifyMath (Expression expr) {
MethodCallExpression method = (MethodCallExpression)expr;
if (method.Method.Name == "Log") {
return SimplifyLog(method);
}
if (method.Method.Name == "Exp") {
return SimplifyExp(method);
}
if (method.Method.Name == "Pow") {
return SimplifyPower(method);
}
if (method.Method.Name == "Abs") {
return SimplifyAbs(method);
}
if (method.Method.Name == "Sqrt") {
return SimplifySqrt(method);
}
if (method.Method.Name == "Sin") {
return SimplifySin(method);
}
if (method.Method.Name == "Cos") {
return SimplifyCos(method);
}
if (method.Method.Name == "Tan") {
return SimplifyTan(method);
}
if (method.Method.Name == "Asin") {
return SimplifyAsin(method);
}
if (method.Method.Name == "Acos") {
return SimplifyAcos(method);
}
if (method.Method.Name == "Atan") {
return SimplifyAtan(method);
}
return expr;
}
//******VALUE FUNCTIONS******//
/*
getValue()
Private helper to get the constant value of an expression
*/
private static double getValue (Expression expr) {
if (expr.NodeType == ExpressionType.Constant) {
ConstantExpression constant = (ConstantExpression)expr;
double value = (double)constant.Value;
return value;
}
throw new Exception("Expression " + expr + " is not a constant. Cannot get value.");
}
/*
isZero()
Private helper to check whether an expression is 0
*/
private static bool isZero (Expression expr) {
if (expr.NodeType == ExpressionType.Constant) {
ConstantExpression constant = (ConstantExpression)expr;
double value = (double)constant.Value;
return value == 0.0;
}
return false;
}
/*
isOne()
Private helper to check whether an expression is 1
*/
private static bool isOne (Expression expr) {
if (expr.NodeType == ExpressionType.Constant) {
ConstantExpression constant = (ConstantExpression)expr;
double value = (double)constant.Value;
return value == 1.0;
}
return false;
}
//******END VALUE FUNCTIONS******//
//******BASIC SIMPLIFICATION******//
/*
SimplifyNegate()
Replaces constant(-1) * constant(x) with constant(-1 * x)
*/
private static Expression SimplifyNegate (Expression expr) {
UnaryExpression unary = (UnaryExpression)expr;
Expression operand = unary.Operand.SimplifyBody();
//the operand is a constant => return the constant -1 * operand
if (operand.NodeType == ExpressionType.Constant) {
return Expression.Constant(-1 * getValue(operand), typeof(double));
}
//nothing more can be done => return the negation of the operand
return Expression.Negate(operand);
}
/*
SimplifyAdd()
Replaces constant(x) + constant(y) with constant(x + y)
Replaces constant(0) + variable(y) with variable(y)
Replaces variable(x) + constant(0) with variable(x)
*/
private static Expression SimplifyAdd (Expression expr) {
BinaryExpression binary = (BinaryExpression)expr;
Expression simplifiedLeft = binary.Left.SimplifyBody();
Expression simplifiedRight = binary.Right.SimplifyBody();
//the left is a constant
if (simplifiedLeft.NodeType == ExpressionType.Constant) {
double left = getValue(simplifiedLeft);
//both the left and right are constants => return their constant sum
if (simplifiedRight.NodeType == ExpressionType.Constant) {
double right = getValue(simplifiedRight);
return Expression.Constant(left + right, typeof(double));
}
//the left is 0 and the right isn't a constant => return the right
if (left == 0) {
return simplifiedRight;
}
}
//the left isn't a constant but the right is
else if (simplifiedRight.NodeType == ExpressionType.Constant) {
double right = getValue(simplifiedRight);
//the right is 0 and the left isn't a constant => return the left
if (right == 0) {
return simplifiedLeft;
}
}
//neither the left nor the right are constants => return their (non-constant) sum
return Expression.Add(simplifiedLeft, simplifiedRight);
}
/*
SimplifySubtract()
Replaces constant(x) - constant(y) with constant(x - y)
Replaces constant(0) - variable(y) with variable(-y)
Replaces variable(x) - constant(y) with variable(x)
*/
private static Expression SimplifySubtract (Expression expr) {
BinaryExpression binary = (BinaryExpression)expr;
Expression simplifiedLeft = binary.Left.SimplifyBody();
Expression simplifiedRight = binary.Right.SimplifyBody();
//the left is a constant
if (simplifiedLeft.NodeType == ExpressionType.Constant) {
double left = getValue(simplifiedLeft);
//both the left and right are constants => return their constant difference
if (simplifiedRight.NodeType == ExpressionType.Constant) {
double right = getValue(simplifiedRight);
return Expression.Constant(left - right, typeof(double));
}
//the left is 0 and the right isn't a constant => return the negated right
if (left == 0) {
return Expression.Negate(simplifiedRight);
}
}
//the left isn't a constant but the right is
else if (simplifiedRight.NodeType == ExpressionType.Constant) {
double right = getValue(simplifiedRight);
//the right is 0 and the left isn't a constant => return the left
if (right == 0) {
return simplifiedLeft;
}
}
//neither the left nor the right are constants => return their (non-constant) difference
return Expression.Subtract(simplifiedLeft, simplifiedRight);
}
/*
SimplifyMultiply()
Replaces constant(x) * constant(y) with constant(x * y)
Replaces constant(0) * variable(y) with constant(0)
Replaces constant(1) * variable(y) with variable(y)
Replaces variable(x) * constant(0) with constant(0)
Replaces variable(x) * constant(1) with variable(x)
*/
private static Expression SimplifyMultiply (Expression expr) {
BinaryExpression binary = (BinaryExpression)expr;
Expression simplifiedLeft = binary.Left.SimplifyBody();
Expression simplifiedRight = binary.Right.SimplifyBody();
//the left is a constant
if (simplifiedLeft.NodeType == ExpressionType.Constant) {
double left = getValue(simplifiedLeft);
//the left and right are both constants => return their constant product
if (simplifiedRight.NodeType == ExpressionType.Constant) {
double right = getValue(simplifiedRight);
return Expression.Constant(left*right, typeof(double));
}
//the left is 0 => return 0
if (left == 0.0) {
return Expression.Constant(0.0, typeof(double));
}
//the left is 1 => return the right
else if (left == 1.0) {
return simplifiedRight;
}
}
//the left isn't a constant but the right is
else if (simplifiedRight.NodeType == ExpressionType.Constant) {
double right = getValue(simplifiedRight);
//the right is 0 => return 0
if (right == 0.0) {
return Expression.Constant(0.0, typeof(double));
}
//the right is 1 => return the left
else if (right == 1.0) {
return simplifiedLeft;
}
}
//neither the left nor the right are constants => return their (non-constant) product
return Expression.Multiply(simplifiedLeft, simplifiedRight);
}
/*
SimplifyDivide()
Replaces variable(x) / constant(0) with variable(x) / constant(0) (will be NaN when evaluated)
Replaces variable(x) / variable(1) with constant(1)
Replaces constant(0) / variable(y) with constant(0)
Replaces variable(x) / constant(1) with variable(x)
Replaces constant(x) / constant(y) with constant(x / y)
*/
private static Expression SimplifyDivide (Expression expr) {
BinaryExpression binary = (BinaryExpression)expr;
Expression simplifiedLeft = binary.Left.SimplifyBody();
Expression simplifiedRight = binary.Right.SimplifyBody();
//bottom is zero => return top/bottom
if (isZero(simplifiedRight)) {
return Expression.Divide(simplifiedLeft, simplifiedRight);
}
//top and bottom are equal => return 1
if (simplifiedLeft == simplifiedRight) {
return Expression.Constant(1.0, typeof(double));
}
//top is 0 => return 0 (don't care what the bottom is - the bottom could be a variable expression)
if (isZero(simplifiedLeft)) {
return Expression.Constant(0.0, typeof(double));
}
//bottom is 1 => return the top
if (isOne(simplifiedRight)) {
return simplifiedLeft;
}
//both top and bottom are some other constants => return their constant quotient
if (simplifiedLeft.NodeType == ExpressionType.Constant && simplifiedRight.NodeType == ExpressionType.Constant) {
return Expression.Constant(getValue(simplifiedLeft)/getValue(simplifiedRight), typeof(double));
}
//nothing more can be done => return the quotient of the top and the bottom
return Expression.Divide(simplifiedLeft, simplifiedRight);
}
/*
SimplifyPower()
Replaces constant(0) ^ constant(0) with constant(0) ^ constant(0) (will be Nan when called)
Replaces constant(0) ^ variable(y) with constant(0)
Replaces constant(1) ^ variable(y) with constant(1)
Replaces variable(x) ^ constant(0) with constant(1)
Replaces constant(x) ^ constant(y) with constant(x ^ y)
*/
private static Expression SimplifyPower (Expression expr) {
Expression simplifiedLeft;
Expression simplifiedRight;
//a power expression could either come from Expression.Power or Expression.Call(Math.Pow)
if (expr.NodeType == ExpressionType.Power) {
BinaryExpression binary = (BinaryExpression)expr;
simplifiedLeft = binary.Left.SimplifyBody();
simplifiedRight = binary.Right.SimplifyBody();
} else {
MethodCallExpression method = (MethodCallExpression)expr;
simplifiedLeft = method.Arguments[0].SimplifyBody();
simplifiedRight = method.Arguments[1].SimplifyBody();
}
//the base is 0
if (isZero(simplifiedLeft)) {
//the exponent is also 0 => return 0^0 (will be NaN when called)
if (isZero(simplifiedRight)) {
return Expression.Power(simplifiedLeft, simplifiedRight);
}
//the exponent is nonzero => return 0
return Expression.Constant(0.0, typeof(double));
}
//the base is 1 => return 1 (don't care what the exponent is)
//or the exponent is zero => return 1 (don't care what the base is)
if (isOne(simplifiedLeft) || isZero(simplifiedRight)) {
return Expression.Constant(1.0, typeof(double));
}
//the exponent is 1 => return the base
if (isOne(simplifiedRight)) {
return simplifiedLeft;
}
//both the base and the exponent are some other constants => return their constant exponentiation
if (simplifiedLeft.NodeType == ExpressionType.Constant && simplifiedRight.NodeType == ExpressionType.Constant) {
return Expression.Constant(Math.Pow(getValue(simplifiedLeft), getValue(simplifiedRight)), typeof(double));
}
//nothing more can be done
return Expression.Power(simplifiedLeft, simplifiedRight);
}
//******END BASIC SIMPLIFICATION******//
//******MATH SIMPLIFICATION******//
/*
SimplifyLog()
Replaces ln(constant(x)) with constant(ln(x))
Replaces ln(e^x) with x
*/
private static Expression SimplifyLog (MethodCallExpression method) {
Expression logArg = method.Arguments[0].SimplifyBody();
//the arg is a constant => return the constant ln(arg)
if (logArg.NodeType == ExpressionType.Constant) {
double logValue = getValue(logArg);
return Expression.Constant(Math.Log(logValue), typeof(double));
}
//the arg is a method call
if (logArg.NodeType == ExpressionType.Call) {
MethodCallExpression logMethod = (MethodCallExpression)logArg;
//calling ln(e^something) => return the simplified something
if (logMethod.Method.Name == "Exp") {
Expression expArg = logMethod.Arguments[0];
return expArg.SimplifyBody();
}
}
//nothing more can be done => return ln(arg)
return Expression.Call(typeof(Math).GetMethod("Log", new Type [] {typeof(double)}), logArg);
}
/*
SimplifyExp()
Replaces e ^ constant(x) with constant(e ^ x)
Replaces e ^ ln(x) with x
*/
private static Expression SimplifyExp (MethodCallExpression method) {
Expression expArg = method.Arguments[0].SimplifyBody();
//the arg is a constant => return the constant e^arg
if (expArg.NodeType == ExpressionType.Constant) {
double expValue = getValue(expArg);
return Expression.Constant(Math.Exp(expValue), typeof(double));
}
//calling e^(some math function)
if (expArg.NodeType == ExpressionType.Call) {
//get the some math function that e is being raised to and cast it
MethodCallExpression expMethod = (MethodCallExpression)expArg;
//calling e^(ln(something)) => return the simplified something
if (expMethod.Method.Name == "Log") {
//get the argument to the log method
Expression logArg = expMethod.Arguments[0];
return logArg.SimplifyBody();
}
}
//nothing more can be done => return e^arg
return Expression.Call(typeof(Math).GetMethod("Exp"), expArg);
}
/*
SimplifyAbs()
Replaces |constant(x)| with constant(|x|)
*/
private static Expression SimplifyAbs (MethodCallExpression method) {
Expression absArg = method.Arguments[0].SimplifyBody();
//the arg is a constant => return the constant absolute value of the arg
if (absArg.NodeType == ExpressionType.Constant) {
return Expression.Constant(Math.Abs(getValue(absArg)), typeof(double));
}
//nothing more can be done => return |arg|
return Expression.Call(typeof(Math).GetMethod("Abs", new Type[] {typeof(double)}), absArg);
}
/*
SimplifySqrt()
Replaces sqrt(constant(x)) with constant(sqrt(x))
*/
private static Expression SimplifySqrt (MethodCallExpression method) {
Expression sqrtArg = method.Arguments[0].SimplifyBody();
//arg is a constant => return the constant square root of the arg
if (sqrtArg.NodeType == ExpressionType.Constant) {
return Expression.Constant(Math.Sqrt(getValue(sqrtArg)), typeof(double));
}
//nothing more can be done => return sqrt(arg)
return Expression.Call(typeof(Math).GetMethod("Sqrt"), sqrtArg);
}
/*
SimplifySin()
Replaces sin(constant(x)) with constant(sin(x))
*/
private static Expression SimplifySin (MethodCallExpression method) {
Expression sinArg = method.Arguments[0].SimplifyBody();
//arg is a constant => return the constant sin(arg)
if (sinArg.NodeType == ExpressionType.Constant) {
return Expression.Constant(Math.Sin(getValue(sinArg)), typeof(double));
}
//nothing more can be done => return sin(arg)
return Expression.Call(typeof(Math).GetMethod("Sin"), sinArg);
}
/*
SimplifyCos()
Replaces cos(constant(x)) with constant(cos(x))
*/
private static Expression SimplifyCos (MethodCallExpression method) {
Expression cosArg = method.Arguments[0].SimplifyBody();
//arg is a constant => return the constant cos(arg)
if (cosArg.NodeType == ExpressionType.Constant) {
return Expression.Constant(Math.Cos(getValue(cosArg)), typeof(double));
}
//nothing more can be done => return cos(arg)
return Expression.Call(typeof(Math).GetMethod("Cos"), cosArg);
}
/*
SimplifyTan()
Replaces tan(constant(x)) with constant(tan(x))
*/
private static Expression SimplifyTan (MethodCallExpression method) {
Expression tanArg = method.Arguments[0].SimplifyBody();
//arg is a constant => return the constant tan(arg)
if (tanArg.NodeType == ExpressionType.Constant) {
return Expression.Constant(Math.Tan(getValue(tanArg)), typeof(double));
}
//nothing more can be done => return tan(arg)
return Expression.Call(typeof(Math).GetMethod("Tan"), tanArg);
}
/*
SimplifyAsin()
Replaces asin(constant(x)) with constant(asin(x))
*/
private static Expression SimplifyAsin (MethodCallExpression method) {
Expression asinArg = method.Arguments[0].SimplifyBody();
//arg is a constant => return the constant asin(arg)
if (asinArg.NodeType == ExpressionType.Constant) {
return Expression.Constant(Math.Asin(getValue(asinArg)), typeof(double));
}
//nothing more can be done => return asin(arg)
return Expression.Call(typeof(Math).GetMethod("Asin"), asinArg);
}
/*
SimplifyAcos()
Replaces acos(constant(x)) with constant(acos(x))
*/
private static Expression SimplifyAcos (MethodCallExpression method) {
Expression acosArg = method.Arguments[0].SimplifyBody();
//arg is a constant => return the constant acos(arg)
if (acosArg.NodeType == ExpressionType.Constant) {
return Expression.Constant(Math.Acos(getValue(acosArg)), typeof(double));
}
//nothing more can be done => return cos(arg)
return Expression.Call(typeof(Math).GetMethod("Acos"), acosArg);
}
/*
SimplifyAtan()
Replaces atan(constant(x)) with constant(atan(x))
*/
private static Expression SimplifyAtan (MethodCallExpression method) {
Expression atanArg = method.Arguments[0].SimplifyBody();
//arg is a constant => return the constant atan(arg)
if (atanArg.NodeType == ExpressionType.Constant) {
return Expression.Constant(Math.Atan(getValue(atanArg)), typeof(double));
}
//nothing more can be done => return atan(arg)
return Expression.Call(typeof(Math).GetMethod("Atan"), atanArg);
}
//******END MATH SIMPLIFICATION******//
} //end SimplifyExtension class
} //end SimplifyExtension namespace