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SRI International's AIC Symbolic Manipulation and Evaluation Library (for Java 1.8+)
/*
* Copyright (c) 2013, SRI International
* All rights reserved.
* Licensed under the The BSD 3-Clause License;
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at:
*
* http://opensource.org/licenses/BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
* are met:
*
* Redistributions of source code must retain the above copyright
* notice, this list of conditions and the following disclaimer.
*
* Redistributions in binary form must reproduce the above copyright
* notice, this list of conditions and the following disclaimer in the
* documentation and/or other materials provided with the distribution.
*
* Neither the name of the aic-expresso nor the names of its
* contributors may be used to endorse or promote products derived from
* this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
* "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
* LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS
* FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE
* COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT,
* INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
* HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,
* STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
* ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED
* OF THE POSSIBILITY OF SUCH DAMAGE.
*/
package com.sri.ai.grinder.library.number;
import com.google.common.annotations.Beta;
import com.sri.ai.expresso.api.Expression;
import com.sri.ai.expresso.helper.Expressions;
import com.sri.ai.grinder.api.Context;
import com.sri.ai.grinder.library.FunctorConstants;
import com.sri.ai.grinder.sgdpll.simplifier.api.TopSimplifier;
import com.sri.ai.util.math.Rational;
/**
* @author braz
*
*/
@Beta
public class Exponentiation implements TopSimplifier {
public static final Expression EXPONENTIATION_FUNCTOR = Expressions.makeSymbol(FunctorConstants.EXPONENTIATION);
//
private static int maxAbsExponentSizeBeforeLoosePrecision = Math.min(Math.abs(Double.MAX_EXPONENT), Math.abs(Double.MIN_EXPONENT));
private static Rational nonZeroMinAbsValue = new Rational(1).divide(new Rational(10).pow(324)); // Note: 324 is based on # digits in numerator of Double.MIN_VALUE
private static Expression nonZeroMinPosSymbol = Expressions.makeSymbol(nonZeroMinAbsValue);
private static Expression nonZeroMinNegSymbol = Expressions.makeSymbol(nonZeroMinAbsValue.negate());
// Note: Experimental Code for determining precision bounds.
public static void main(String[] args) {
Rational maxValue = new Rational(Double.MAX_VALUE);
Rational minValue = new Rational(Double.MIN_VALUE);
Rational maxExp = new Rational(Double.MAX_EXPONENT);
Rational minExp = new Rational(Double.MIN_EXPONENT);
System.out.println("max value="+maxValue);
System.out.println("min value="+minValue);
System.out.println("max exp ="+maxExp);
System.out.println("min exp ="+minExp);
}
/**
* Makes an exponentiation function application.
* @param base the base of the exponentiation
* @param power the power of the exponentiation
* @return the exponentiation function application
*/
public static Expression make(Expression base, Rational power) {
Expression result = Expressions.apply(EXPONENTIATION_FUNCTOR, base, power);
return result;
}
/**
* Makes an exponentiation function application.
* @param base the base of the exponentiation
* @param power the power of the exponentiation
* @return the exponentiation function application
*/
public static Expression make(Expression base, Expression power) {
Expression result = Expressions.apply(EXPONENTIATION_FUNCTOR, base, power);
return result;
}
@Override
public Expression apply(Expression expression, Context context) {
return simplify(expression, context);
}
/**
* @param expression
* @param context TODO
* @return
*/
public static Expression simplify(Expression expression, Context context) {
Expression base = expression.get(0);
Expression exponent = expression.get(1);
if (Expressions.isNumber(exponent)) {
Rational exponentValue = exponent.rationalValue();
if (exponentValue.isZero()) {
return Expressions.ONE;
}
if (exponentValue.isOne()) {
return base;
}
}
if (Expressions.isNumber(base)) {
Rational baseValue = base.rationalValue();
if (baseValue.isOne()) {
return Expressions.ONE;
}
// we refrain from simplifying 0^x to 0, because x could be 0 itself.
if (Expressions.isNumber(exponent)) {
Expression result = null;
boolean losePrecision = false;
try {
int exponentIntValue = exponent.intValueExact();
if (Math.abs(exponentIntValue) <= maxAbsExponentSizeBeforeLoosePrecision) {
Rational ratValue = baseValue.pow(exponentIntValue);
result = boundPrecision(ratValue);
}
else {
// The value is going to be too large/small to be processed efficiently
// therefore lose some of the precision now.
losePrecision = true;
}
}
catch (ArithmeticException e) {
// Rational.pow does not work for non-int exponents, so we have no choice but lose precision here.
losePrecision = true;
}
if (losePrecision) {
double exponentDoubleValue = exponent.doubleValue();
double baseDoubleValue = base.doubleValue();
double newValue = Math.pow(baseDoubleValue, exponentDoubleValue);
if (newValue == 0 && !baseValue.isZero()) {
result = nonZeroMinPosSymbol;
}
else if (newValue == Double.POSITIVE_INFINITY) {
result = Expressions.makeSymbol(Double.MAX_VALUE);
}
else if (newValue == Double.NEGATIVE_INFINITY) {
result = Expressions.makeSymbol(Double.MAX_VALUE * -1);
}
else {
result = boundPrecision(new Rational(newValue));
}
}
return result;
}
}
return expression;
}
private static Expression boundPrecision(Rational ratValue) {
Expression result = null;
Rational ratValueAbs = ratValue.abs();
if (ratValue.isZero()) {
result = Expressions.ZERO;
} else if (ratValueAbs.max(nonZeroMinAbsValue) == ratValueAbs) {
result = Expressions.makeSymbol(ratValue);
}
else {
if (ratValue.isPositive()) {
result = nonZeroMinPosSymbol;
}
else {
result = nonZeroMinNegSymbol;
}
}
return result;
}
}
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