Polynomial.java

  1. package org.drip.function.r1tor1;

  2. /*
  3.  * -*- mode: java; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -*-
  4.  */

  5. /*!
  6.  * Copyright (C) 2020 Lakshmi Krishnamurthy
  7.  * Copyright (C) 2019 Lakshmi Krishnamurthy
  8.  * Copyright (C) 2018 Lakshmi Krishnamurthy
  9.  * Copyright (C) 2017 Lakshmi Krishnamurthy
  10.  * Copyright (C) 2016 Lakshmi Krishnamurthy
  11.  * Copyright (C) 2015 Lakshmi Krishnamurthy
  12.  * Copyright (C) 2014 Lakshmi Krishnamurthy
  13.  * Copyright (C) 2013 Lakshmi Krishnamurthy
  14.  *
  15.  *  This file is part of DROP, an open-source library targeting analytics/risk, transaction cost analytics,
  16.  *      asset liability management analytics, capital, exposure, and margin analytics, valuation adjustment
  17.  *      analytics, and portfolio construction analytics within and across fixed income, credit, commodity,
  18.  *      equity, FX, and structured products. It also includes auxiliary libraries for algorithm support,
  19.  *      numerical analysis, numerical optimization, spline builder, model validation, statistical learning,
  20.  *      and computational support.
  21.  *  
  22.  *      https://lakshmidrip.github.io/DROP/
  23.  *  
  24.  *  DROP is composed of three modules:
  25.  *  
  26.  *  - DROP Product Core - https://lakshmidrip.github.io/DROP-Product-Core/
  27.  *  - DROP Portfolio Core - https://lakshmidrip.github.io/DROP-Portfolio-Core/
  28.  *  - DROP Computational Core - https://lakshmidrip.github.io/DROP-Computational-Core/
  29.  *
  30.  *  DROP Product Core implements libraries for the following:
  31.  *  - Fixed Income Analytics
  32.  *  - Loan Analytics
  33.  *  - Transaction Cost Analytics
  34.  *
  35.  *  DROP Portfolio Core implements libraries for the following:
  36.  *  - Asset Allocation Analytics
  37.  *  - Asset Liability Management Analytics
  38.  *  - Capital Estimation Analytics
  39.  *  - Exposure Analytics
  40.  *  - Margin Analytics
  41.  *  - XVA Analytics
  42.  *
  43.  *  DROP Computational Core implements libraries for the following:
  44.  *  - Algorithm Support
  45.  *  - Computation Support
  46.  *  - Function Analysis
  47.  *  - Model Validation
  48.  *  - Numerical Analysis
  49.  *  - Numerical Optimizer
  50.  *  - Spline Builder
  51.  *  - Statistical Learning
  52.  *
  53.  *  Documentation for DROP is Spread Over:
  54.  *
  55.  *  - Main                     => https://lakshmidrip.github.io/DROP/
  56.  *  - Wiki                     => https://github.com/lakshmiDRIP/DROP/wiki
  57.  *  - GitHub                   => https://github.com/lakshmiDRIP/DROP
  58.  *  - Repo Layout Taxonomy     => https://github.com/lakshmiDRIP/DROP/blob/master/Taxonomy.md
  59.  *  - Javadoc                  => https://lakshmidrip.github.io/DROP/Javadoc/index.html
  60.  *  - Technical Specifications => https://github.com/lakshmiDRIP/DROP/tree/master/Docs/Internal
  61.  *  - Release Versions         => https://lakshmidrip.github.io/DROP/version.html
  62.  *  - Community Credits        => https://lakshmidrip.github.io/DROP/credits.html
  63.  *  - Issues Catalog           => https://github.com/lakshmiDRIP/DROP/issues
  64.  *  - JUnit                    => https://lakshmidrip.github.io/DROP/junit/index.html
  65.  *  - Jacoco                   => https://lakshmidrip.github.io/DROP/jacoco/index.html
  66.  *
  67.  *  Licensed under the Apache License, Version 2.0 (the "License");
  68.  *      you may not use this file except in compliance with the License.
  69.  *  
  70.  *  You may obtain a copy of the License at
  71.  *      http://www.apache.org/licenses/LICENSE-2.0
  72.  *  
  73.  *  Unless required by applicable law or agreed to in writing, software
  74.  *      distributed under the License is distributed on an "AS IS" BASIS,
  75.  *      WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  76.  *  
  77.  *  See the License for the specific language governing permissions and
  78.  *      limitations under the License.
  79.  */

  80. /**
  81.  * <i>Polynomial</i> provides the evaluation of the n<sup>th</sup> order Polynomial and its derivatives for a
  82.  * specified variate.
  83.  *
  84.  *  <br><br>
  85.  *  <ul>
  86.  *      <li><b>Module </b> = <a href = "https://github.com/lakshmiDRIP/DROP/tree/master/ComputationalCore.md">Computational Core Module</a></li>
  87.  *      <li><b>Library</b> = <a href = "https://github.com/lakshmiDRIP/DROP/tree/master/NumericalAnalysisLibrary.md">Numerical Analysis Library</a></li>
  88.  *      <li><b>Project</b> = <a href = "https://github.com/lakshmiDRIP/DROP/tree/master/src/main/java/org/drip/function/README.md">R<sup>d</sup> To R<sup>d</sup> Function Analysis</a></li>
  89.  *      <li><b>Package</b> = <a href = "https://github.com/lakshmiDRIP/DROP/tree/master/src/main/java/org/drip/function/r1tor1/README.md">Built-in R<sup>1</sup> To R<sup>1</sup> Functions</a></li>
  90.  *  </ul>
  91.  *
  92.  * @author Lakshmi Krishnamurthy
  93.  */

  94. public class Polynomial extends org.drip.function.definition.R1ToR1 {
  95.     private int _iDegree = -1;

  96.     /**
  97.      * Polynomial constructor
  98.      *
  99.      * @param iDegree Degree of the Polynomial
  100.      *
  101.      * @throws java.lang.Exception Thrown if the input is invalid
  102.      */

  103.     public Polynomial (
  104.         final int iDegree)
  105.         throws java.lang.Exception
  106.     {
  107.         super (null);

  108.         if (0 > (_iDegree = iDegree)) throw new java.lang.Exception ("Polynomial ctr: Invalid Inputs");
  109.     }

  110.     @Override public double evaluate (
  111.         final double dblVariate)
  112.         throws java.lang.Exception
  113.     {
  114.         if (!org.drip.numerical.common.NumberUtil.IsValid (dblVariate))
  115.             throw new java.lang.Exception ("Polynomial::evaluate => Invalid Inputs");

  116.         return java.lang.Math.pow (dblVariate, _iDegree);
  117.     }

  118.     @Override public double derivative (
  119.         final double dblVariate,
  120.         final int iOrder)
  121.         throws java.lang.Exception
  122.     {
  123.         if (!org.drip.numerical.common.NumberUtil.IsValid (dblVariate) || 0 > iOrder)
  124.             throw new java.lang.Exception ("Polynomial::derivative => Invalid Inputs");

  125.         return iOrder > _iDegree ? 0. : java.lang.Math.pow (dblVariate, _iDegree - iOrder) *
  126.             org.drip.numerical.common.NumberUtil.NPK (_iDegree, _iDegree - iOrder);
  127.     }

  128.     @Override public double integrate (
  129.         final double dblBegin,
  130.         final double dblEnd)
  131.         throws java.lang.Exception
  132.     {
  133.         if (!org.drip.numerical.common.NumberUtil.IsValid (dblBegin) || !org.drip.numerical.common.NumberUtil.IsValid
  134.             (dblEnd))
  135.             throw new java.lang.Exception ("Polynomial::integrate => Invalid Inputs");

  136.         return (java.lang.Math.pow (dblEnd, _iDegree + 1) - java.lang.Math.pow (dblBegin, _iDegree + 1)) /
  137.             (_iDegree + 1);
  138.     }

  139.     /**
  140.      * Retrieve the degree of the polynomial
  141.      *
  142.      * @return Degree of the polynomial
  143.      */

  144.     public double getDegree()
  145.     {
  146.          return _iDegree;
  147.     }

  148.     public static final void main (
  149.         final java.lang.String[] astrArgs)
  150.         throws java.lang.Exception
  151.     {
  152.         Polynomial poly = new Polynomial (4);

  153.         System.out.println ("Poly[0.0] = " + poly.evaluate (0.0));

  154.         System.out.println ("Poly[0.5] = " + poly.evaluate (0.5));

  155.         System.out.println ("Poly[1.0] = " + poly.evaluate (1.0));

  156.         System.out.println ("Deriv[0.0] = " + poly.derivative (0.0, 3));

  157.         System.out.println ("Deriv[0.5] = " + poly.derivative (0.5, 3));

  158.         System.out.println ("Deriv[1.0] = " + poly.derivative (1.0, 3));
  159.     }
  160. }