poles) are detected and treated specially.

For each function to be graphed, the calculator creates a JavaScript function, which is then evaluated in small steps in order to draw the graph. The interactive function graphs are computed in the browser and displayed within a canvas element (HTML5). In the case of antiderivatives, the entire procedure is repeated with each function's derivative, since antiderivatives are allowed to differ by a constant.

Otherwise, a probabilistic algorithm is applied that evaluates and compares both functions at randomly chosen places. If it can be shown that the difference simplifies to zero, the task is solved. For example, this involves writing trigonometric/hyperbolic functions in their exponential forms. Their difference is computed and simplified as far as possible using Maxima. The 'Check answer' feature has to solve the difficult task of determining whether two mathematical expressions are equivalent. The step by step antiderivatives are often much shorter and more elegant than those found by Maxima. The calculator lacks the mathematical intuition that is very useful for finding an antiderivative, but on the other hand it can try a large number of possibilities within a short amount of time. Otherwise, it tries different substitutions and transformations until either the integral is solved, time runs out or there is nothing left to try. partial fraction decomposition for rational functions, trigonometric substitution for integrands involving the square roots of a quadratic polynomial or integration by parts for products of certain functions). When the integrand matches a known form, it applies fixed rules to solve the integral (e. g. It consists of more than 17000 lines of code. The program that does this has been developed over several years and is written in Maxima's own programming language. In order to show the steps, the calculator applies the same integration techniques that a human would apply. That's why showing the steps of calculation is very challenging for integrals. The antiderivative is computed using the Risch algorithm, which is hard to understand for humans. Maxima's output is transformed to LaTeX again and is then presented to the user. Maxima takes care of actually computing the integral of the mathematical function. This time, the function gets transformed into a form that can be understood by the computer algebra system Maxima. When the 'Go!' button is clicked, the Integral Calculator sends the mathematical function and the settings (variable of integration and integration bounds) to the server, where it is analyzed again. MathJax takes care of displaying it in the browser. This allows for quick feedback while typing by transforming the tree into LaTeX code. The parser is implemented in JavaScript, based on the Shunting-yard algorithm, and can run directly in the browser. The Integral Calculator has to detect these cases and insert the multiplication sign. A specialty in mathematical expressions is that the multiplication sign can be left out sometimes, for example we write '5x' instead of '5*x'. In doing this, the Integral Calculator has to respect the order of operations. It transforms it into a form that is better understandable by a computer, namely a tree (see figure below). Wolfram Knowledgebase Curated computable knowledge powering Wolfram|Alpha.For those with a technical background, the following section explains how the Integral Calculator works.įirst, a parser analyzes the mathematical function. Wolfram Universal Deployment System Instant deployment across cloud, desktop, mobile, and more. Wolfram Data Framework Semantic framework for real-world data.

Wolframalpha integration