Explaining the DeterminantDate: 11/16/97 at 21:52:11 From: Jeremy Carlino Subject: Explaining the determinant I am trying to understand what the determinant of a matrix actually is. I have a degree in mathematics and am currently teaching Algebra II to gifted and talented students. I know how to find the determinant and how to teach the process of finding the determinant, but I haven't been able to explain what it is. Please help. Interestingly, I found in a History of Math text, <i>From Five Fingers to Infinity,</i> that before Auther Cayley "created" matrix theory, Liebniez and a Chinese or Japanese mathematician simultaneously and independently discovered the determinant. How could the determinant have been discovered before the matrix? I guess I have two questions. Thanks in advance for any help. Jeremy C. Date: 11/17/97 at 19:57:10 From: Doctor Tom Subject: Re: Explaining the determinant Hello Jeremy, I always think of it geometrically. Let's look in two dimensions, at the determinant of the following: | x0 y0 | = x0*y1 - x1*y0 | x1 y1 | Now imagine the two vectors (x0, y0) and (x1, y1) drawn in the x-y plane from the origin. If you consider them to be two sides of a parallelogram, then the determinant is the area of the parallelogram. Well, not exactly the area, the "signed" area, in the sense that if you sweep the area clockwise, you get one sign, and the opposite sign if you sweep it in the other direction. It's just as useful a concept as considering area below the x-axis as negative in your calculus course. Swapping the vectors swaps the sign, in the same way that swapping the rows of the determinant swaps the sign. In one dimension, the determinant is just the number, but if you "plot" that number on a number line, it's the (signed) length of the line. If it goes in the positive direction from the origin, it's positive, and negative otherwise. In three dimensions, consider three vectors (x0,y0,z0), (x1,y1,z1), and (x2,y2,z2). If you draw them from the origin, they form the principle edges of a parallelepiped, and the determinant of: | x0 y0 z0 | | x1 y1 z1 | | x2 y2 z2 | is the volume of that parallelepiped. In higher dimensions, its just the 4D (or 5D, or 6D ...) signed "hypervolumes" of the hyper-parallelepipeds. With this view, it's easy to see why the determinant's properties make sense. Swapping two rows changes the order of sweeping out the volume, and will hence turn a positive volume to negative or vice-versa. Multiplying all the elements of a row by a constant (say 2) stretches the parallelepiped by a factor of 2 in one direction, and hence doubles the volume. Adding a row to another just skews the parallelepiped parallel to one of its faces, and hence (Cavallari's principle) leaves the volume unchanged. (If you can't see this, plot it in two dimensions for a couple of examples.) Check the other allowed determinant manipulations to see how they relate to the geometry. Because a determinant is a fundamental geometric property of a collection of N N-dimensional vectors, it's not too surprising that different folks would stumble across it, even without knowing what a matrix is. I hope this helps. -Doctor Tom, The Math Forum Check out our web site! http://mathforum.org/dr.math/ Date: 11/17/97 at 20:48:17 From: Jeremy Carlino Subject: Re: Explaining the determinant Thanks for your time and explanation. Jeremy |
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