Proper Rational Function

A proper rational function is a ratio of two polynomials in which the numerator’s degree is less than the denominator’s degree. This degree relationship causes the function to approach zero as the independent variable becomes large and often permits decomposition into simpler terms through partial-fraction expansion. In engineering, proper rational functions commonly model system transfer functions in the Laplace domain, relating inputs to outputs through poles, zeros, and dynamic response. Their factored and expanded forms support circuit analysis, control-system design, signal processing, and assessment of stability, transient behavior, and frequency response.

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JoVE Core - Math Fundamentals

Asymptotes in Rational Functions

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2025

A rational function is defined as the quotient of two polynomials: where Q(x)≠0, These functions often exhibit asymptotes, which are the lines that the graph approaches but never touches. These asymptotes are classified based on how the function behaves near specific values of the input.Vertical asymptotes occur where the denominator is zero, and the numerator is not, causing the function to be undefined. These are found by solving Q(x)=0. For example: has a vertical asymptote at x=3, where...

Integration of Rational Functions Using Partial Fractions

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2026

Rational functions are expressions written as the ratio of two polynomials, and their integrals are evaluated by simplifying the integrand into manageable parts. These functions are classified as proper or improper based on the degrees of the numerator and denominator.A rational function is proper when the degree of the numerator is less than the degree of the denominator. In this case, partial fraction decomposition is used to rewrite the function as a sum of simpler rational terms. The...

Proper Use of Autoclaves

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2023

Robert M. Rioux & Zhifeng Chen, Pennsylvania State University, University Park, PA Autoclaving is one of the most commonly used methods in the laboratory for the purpose of decontamination. The most common items decontaminated with an autoclave are those that contact biological samples (typically those containing microorganisms). An autoclave works by utilizing pressurized high temperature steam to kill microorganisms present in the loaded materials. Sufficient steam flow and heat transfer...

Using Your Head: Measuring Infants' Rational Imitation of Actions

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2023

Source: Laboratories of Judith Danovitch and Nicholaus Noles—University of Louisville One of the main challenges of infancy is to learn how to achieve one’s goals in the world, whether they are to pick up a toy or to express desires to another person, and one of the most powerful tools in this learning process is imitation. However, imitation is not always as simple as copying other people’s actions; it is also necessary to realize that goals and intentions guide behavior. The world is a...

Proper Waste Disposal

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2023

Robert M. Rioux and Taslima A. Zaman, Pennsylvania State University, Pennsylvania, PA Users are responsible for the proper disposal of the waste generated during their work. Improper waste disposal may severely endanger public health and/or the environment. The handling of hazardous waste must be regulated from the moment of generation until its disposal at its offsite final destination facility. A waste management system must be devised before work begins on any laboratory activity. Users...

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