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Trigonometric equations involve one or more trigonometric functions and arise frequently in mathematical modeling. These equations may be either identities, which are valid for all values of the variable, or conditional equations, which hold true only for specific values. The process of solving trigonometric equations typically involves both algebraic techniques and the use of fundamental properties of trigonometric functions.Some trigonometric equations resemble standard algebraic forms and...
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In a right triangle, trigonometric functions establish specific ratios that describe the relationship between the lengths of the triangle's sides and its acute angles. These relationships are foundational in understanding the structure of right-angled geometry. The sine function quantifies the proportion of the side opposite a given angle compared to the triangle's hypotenuse. In contrast, the cosine function expresses how the side adjacent to the angle relates to the hypotenuse in terms of...
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When observing the vertical ascent of an object from a fixed ground position, such as a rocket launch, trigonometric relationships offer a precise method for determining the object's height. As the object rises, an observer stationed at a known horizontal distance from the launch site can measure the angle between the ground and the object's current position. This dynamic angle provides critical information that connects the observed position with its height above the ground.The tangent...
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Fourier series is a foundational mathematical technique that decomposes periodic functions into an infinite series of sinusoidal harmonics. This method enables the representation of complex periodic signals as sums of simple sine and cosine functions, facilitating their analysis and interpretation in various fields, including signal processing, acoustics, and electrical engineering.
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The unit circle—a circle with a radius of one, centered at the origin of the coordinate plane—serves as the foundational framework for defining trigonometric functions. In this context, arc length refers to the distance measured along the circumference of the circle between two points, and it provides a way to represent real numbers geometrically. Each real number t corresponds to an arc length measured counterclockwise from the positive x-axis around the circle. The coordinates of...
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Cofunction identities are a key concept in trigonometry. They describe how trigonometric functions relate when their input angles are complementary — meaning the angles add up to 90°. On the unit circle, every angle θ— measured counterclockwise from the positive x-axis — corresponds to a point with coordinates (cos⁡ θ, sin ⁡θ). These values represent the horizontal and vertical components of the terminal side of the angle.If the same point on...
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Trigonometric function transformation and its application in software reliability modeling.

Dai-Nghia Vy1, Van-Thuan Nguyen1, Quyet-Thang Huynh2

  • 1Faculty of Engineering Technology, Hung Vuong University, Phu Tho, Vietnam.

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This study mathematically evaluates four S-shaped functions for software reliability, transforming a trigonometric function to offer new advantages and potential for novel reliability models.

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Area of Science:

  • Software Engineering
  • Reliability Engineering
  • Mathematical Modeling

Background:

  • S-shaped functions are vital for non-homogeneous Poisson process software reliability modeling.
  • Existing models often use three common S-shaped functions without thorough mathematical assessment.
  • There is a need to explore additional S-shaped functions for enhanced reliability analysis.

Purpose of the Study:

  • To mathematically transform the sine function, preserving its S-shape across different domains and co-domains.
  • To conduct a rigorous mathematical evaluation of four S-shaped functions, including three established types and a novel trigonometric transformation.
  • To assess the applicability and advantages of the transformed trigonometric function in software reliability.

Main Methods:

  • A four-step transformation process (horizontal/vertical shifts and scaling) was applied to the sine function.
  • Numerical analysis techniques were employed to evaluate functions based on special cases, domain, range, and limitations.
  • Mathematical assessment focused on maintaining the characteristic S-shape for reliability modeling.

Main Results:

  • Provided a detailed mathematical analysis of three widely used S-shaped functions.
  • Successfully transformed a trigonometric function to satisfy real-world assumptions for reliability modeling.
  • Demonstrated the advantages and practical applicability of the transformed trigonometric function in software reliability contexts.

Conclusions:

  • The transformed trigonometric function offers distinct advantages over commonly used S-shaped functions.
  • This research highlights the potential for developing new software reliability models based on trigonometric functions.
  • The study contributes a novel mathematical approach to S-shaped function selection in reliability engineering.