Generalized Linear equation of a cube

In summary, a linear equation with two variables forms a line segment (ax=by+c or ax+by=c) and a linear equation with three variables forms a plane (ax=by+cz+d or ax+by+cz=d). For equations with four variables, it forms a three-dimensional hyperplane in four-dimensional space. It is important to note that the term "cube" is not appropriate for a hyperplane, as it implies a bounded region. It is possible to visualize a three-dimensional hyperplane, but it may be easier to think of it as a tilted plane in four-dimensional space.
  • #1
Leo Authersh
As per my understanding, a linear equation with two variables form a line segment (ax=by+c or ax+by=c) and linear equation with three variables form a plane (ax=by+cz+d or ax+by+cz=d). Am I right? And if I am right, does an equation with four variables form a cube?
 
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  • #2
Leo Authersh said:
As per my understanding, a linear equation with two variables form a line segment (ax=by+c or ax+by=c) and linear equation with three variables form a plane (ax=by+cz+d or ax+by+cz=d). Am I right?
A single linear equation always describes a space of one dimension lower thanthe one you started with. If you have three variables, it is a two-dimensional plane and if you have two it is a one-dimensional line. If you have four it is a three-dinensional hyperplane and so on.

Note that ax+by=d might be an equation in three variables - the coefficient of z could just happen to be zero. You need context to know this.

Leo Authersh said:
And if I am right, does an equation with four variables form a cube?
No.
 
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  • #3
@Leo Authersh , if by "cube" you really mean three-dimensional hyperplane in 4-dimensional space, then that is right. The term "cube" is wrong. It implies a region bounded on all sides, but the hyperplane is unbounded.
 
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  • #4
No; translate your equation ## ax_1+bx_2+cx_3+dx_4 =e ## so that it goes through the origin. As a linear object, it is closed under addition, linear combination. Find the mid point of two ( say, to simplify, opposite, meaning non-adjacent; not sharing an edge) faces of a cube. The midpoint will not lie on the cube. The cube is not a subspace, unlike the set of points described above.
 
  • #5
FactChecker said:
@Leo Authersh , if by "cube" you really mean three-dimensional hyperplane in 4-dimensional space, then that is right. The term "cube" is wrong. It implies a region bounded on all sides, but the hyperplane is unbounded.
Thank you. Is it possible to visualize a 3 dimensional hyperplane?
 
  • #6
Leo Authersh said:
Thank you. Is it possible to visualize a 3 dimensional hyperplane?
It's just like 3-dimensional space. The harder part is picturing the 4-dimensional space (of the 4 variables) that it is in.

Consider the 4-dimensional space-time (x,y,z,t). Suppose you have one simple equation like t=5. Then the hyperplane it defines is the simple (x,y,z,5) set of 3-dimensional space at time t=5. Now consider a more complicated equation like x+y+z+t = 5. All that does is make a "tilted" hyperplane of points satisfying that equation. (Just like in two dimensions x+y=5 makes a sloped 1-dimensional sloped line in (x,y) )
 
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1. What is a generalized linear equation of a cube?

A generalized linear equation of a cube is a mathematical equation that describes the relationship between a dependent variable and one or more independent variables raised to the power of three. It is represented as y = ax^3 + bx^2 + cx + d, where a, b, c, and d are constants and x is the independent variable.

2. What are the applications of a generalized linear equation of a cube?

A generalized linear equation of a cube can be used to model various physical phenomena such as volume, density, and pressure. It is also commonly used in economics to describe the relationship between demand and supply, as well as in engineering to analyze stress and strain in structures.

3. How is a generalized linear equation of a cube different from a regular linear equation?

A generalized linear equation of a cube differs from a regular linear equation in that the independent variable is raised to the power of three instead of one. This allows for a more accurate representation of the relationship between the variables, especially when the data does not follow a straight line.

4. Can a generalized linear equation of a cube have multiple independent variables?

Yes, a generalized linear equation of a cube can have multiple independent variables. This is known as a multivariate generalized linear equation of a cube and is commonly used in statistics to analyze the relationship between multiple variables.

5. How do you interpret the coefficients in a generalized linear equation of a cube?

The coefficients in a generalized linear equation of a cube represent the slope of the curve for each independent variable. A positive coefficient indicates a positive relationship between the variable and the dependent variable, while a negative coefficient indicates a negative relationship. The larger the coefficient, the greater the effect of the variable on the dependent variable.

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