Order Of Execution Time Function For An Algorithm

**Strings (S _{i}P_{j}A_{jk}) = S_{7}P_{5}A_{51} Base Sequence = 12735 String Sequence = 12735 - 5 - 51 **

Expressions Of Pj Problems

Order Of Execution Time Function For An Algorthm

Math

Pj Problems - Overview

Celestial Stars

The Number Line

Geometries

7 Spaces Of Interest - Overview

Triadic Unit Mesh

Creation

The Atom

Survival

Energy

Light

Heat

Sound

Music

Language

Stories

Work

States Of Matter

Buoyancy

Nuclear Reactions

Molecular Shapes

Electron Configurations

Chemical Bonds

Energy Conversion

Chemical Reactions

Electromagnetism

Continuity

Growth

Human-cells

Proteins

Nucleic Acids

COHN - Natures Engineering Of The Human Body

The Human-Body Systems

Vision

Walking

Behaviors

Sensors Sensings

Beauty

Faith, Love, Charity

Photosynthesis

Weather

Systems

Algorithms

Tools

Networks

Search

Differential Calculus

Antiderivative

Integral Calculus

Economies

Inflation

Markets

Money Supply

Painting

Suppose the execution time function for an algorithm is:

f(x) = 3 + 8x + x^{2}

Determine the order of f(x).

**The strings**:
S_{7}P_{5}A_{51} (Physical - Change).
**The math**:

Pj Problem of Interest is of type *change* (physical - change). Problems of time are *change* problems.

An algorithm is the totality of the steps necessary to solve a given problem. In the context of machine computing, an algorithm consists of the instructions a machine uses to solve a given problem. The execution time of an algorithm measures the time it takes to execute an algorithm for a given set of data.

The execution time function f(N) for an algorithm is of order g(N) if there exists a positive number K and an integer Q such that:
**f(N) ≤ K[g(N)]** for all N ≥ Q ---------------(1)

So, if f(x) = 3 + 8x + x^{2}

Then for x ≥ 8, f(x) = 3 + 8x + x^{2} ≤ x^{2} + x^{2} + x^{2} = 3x^{2}.

So, f(x) ≤ 3x^{2} for all x ≥ 8 satifies equation (1)

So, the given execution time function is of order x^{2}.

The following are common orders of execution time function for an algorithm:

constant k (constant execution time)

log_{2}N (logarithmic execution time)

N (linear execution time)

N log_{2}N

N^{2} (quadratic execution time)

N^{3} (cubic execution time)

X^{N} (exponential execution time)

Constant execution time being the best and exponential execution time being the worst.

The *point* **.** is a mathematical abstraction. It has negligible size and a great sense of position. Consequently, it is front and center in abstract existential reasoning.

Single Variable Functions

Conics

Ordinary Differential Equations (ODEs)

Vector Spaces

Real Numbers

Separation Of Variables As Solution Method For Homogeneous Heat Flow Equation

Newton And Fourier Cooling Laws Applied To Heat Flow Boundary Conditions

Fourier Series

Derivation Of Heat Equation For A One-Dimensional Heat Flow

The Universe is composed of *matter* and *radiant energy*. *Matter* is any kind of *mass-energy* that moves with velocities less than the velocity of light. *Radiant energy* is any kind of *mass-energy* that moves with the velocity of light.

Periodic Table

Composition And Structure Of Matter

How Matter Gets Composed

How Matter Gets Composed (2)

Molecular Structure Of Matter

Molecular Shapes: Bond Length, Bond Angle

Molecular Shapes: Valence Shell Electron Pair Repulsion

Molecular Shapes: Orbital Hybridization

Molecular Shapes: Sigma Bonds Pi Bonds

Molecular Shapes: Non ABn Molecules

Molecular Orbital Theory

More Pj Problem Strings