Understanding 10 Key Principles of Graphic Representation

Principle of Multiple Application

This patterning process involves the use of a simple figure to represent a variety of objects and body parts. With a limited graphic vocabulary, an artist can represent very different things. This process is useful for its economy of means and communicative effectiveness.

Principle of the Baseline

The baseline is a horizontal line that crosses the drawing near the bottom, serving as the support for characters, animals, plants, and objects. It is a very useful graphical

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Essential Business Math and Financial Formulas

1. Average Calculation Formula

Formula: Average = (Sum of all values) / (Number of values)

Example: Find the average of 10, 15, 20, 25, 30

  • Sum = 10 + 15 + 20 + 25 + 30 = 100
  • Number of values = 5
  • Average = 100 / 5 = 20

2. Ratio and Proportion Formulas

Ratio: a:b = a/b

Proportion: If a:b = c:d, then a/b = c/d or ad = bc

Example: If 3:4 = x:12, find x

  • 3/4 = x/12
  • 3 × 12 = 4 × x
  • 36 = 4x
  • x = 9

3. Percentage Formulas

Basic Percentage: Percentage = (Part / Whole) × 100

Percentage Increase/Decrease: ((New Value – Old

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Fundamental Numerical Methods and Error Analysis

1. Error and Its Types

Errors in numerical methods occur due to approximations, limitations in computations, and human mistakes. They can be classified as:

A. Inherent Error

This error naturally exists in the problem itself, independent of numerical methods used to solve it. It arises when the exact value of a quantity is unknown or impossible to determine.

Example:


The value of π\pi is an infinite decimal (3.1415926535…). If we approximate it as 3.14, we introduce an inherent error.

B. Numerical Error

These

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Probability Simulations and Statistical Analysis using R Programming

 Repeat 1000 times the experiment you performed in Task 1, that is rolling a tetrahedron die 10 times and computing the average. Report the average and standard deviation of the 1000 experiments. The standard deviation function in R is sd(x).

S = 1000
rolls.Avgs = vector(length = S)

for(simnum in 1:S){
  x = 1:4
  roll = sample(x, 10, replace = TRUE)
  rolls.Avgs[simnum] = mean(roll)
}

mean(rolls.Avgs)
sd(rolls.Avgs)

# compute the mean of the 1000 experiments
mean(rolls.Avgs)
hist(rolls.Avgs, main=””, xlab=

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Essential Geometry Terms and Definitions Glossary

A

Acute Angle

An angle measuring less than 90°.

Acute Triangle

A triangle where all three interior angles are acute (less than 90°).

Altitude of a Triangle

A perpendicular segment from a vertex to the opposite side or to a line containing the opposite side.

Angle

It is formed by two rays that share a common endpoint, provided that the two rays are noncollinear.

Angle Bisector

A ray that contains the vertex and divides the angle into two congruent angles.

Arc

Two points on the circle and a continuous part

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Essential Geometry Concepts: Formulas, Proofs, and Theorems

Fundamentals of Geometry

Undefined Terms and Basic Figures

  • Point: Exact location in space with no size, written as a capital letter (e.g., A).
  • Line: Straight path extending infinitely in both directions, no thickness, named with two points ($\overleftrightarrow{AB}$) or a lowercase script letter.
  • Plane: Flat surface extending infinitely in all directions, named with a script capital letter or three non-collinear points.
  • Collinear Points: Points that lie on the same line.
  • Coplanar Points: Points that lie
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