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Published byAdam Cunningham Modified over 9 years ago
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Liz Balsam Advisor: Bahman Kalantari
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Term coined by Dr. Kalantari Polynomial + graph Definition: the art and science of visualization in the approximation of zeroes of complex polynomials Each image is called a “polynomiograph”
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How do we find the solutions to a complex polynomial equation? Classic question Not at all an easy question We only have closed formulas for polynomials of degree n < 5 The rest is left up to approximations
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Best known method for approximating roots Formula: Where z can be either a real or complex input, in which case z = x + iy Makes use of an iteration function
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Machine into which you input the output and eventually hope that the terms converge to some value Definition: if θ is a root of the polynomial p, then it is a fixed point of the iteration function F If p(θ) = 0, then F(θ) = θ
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Want to approximate √2 i.e. solve f(x) = x 2 – 2 Newton’s formula for this f(x) results in an iteration function nxnxn 01 1N(x 0 )1.50000000 2N(x 1 )1.41666667 3N(x 2 )1.41421568 4N(x 3 )1.41421356 5N(x 4 )1.41421356
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Did it work? True value of √2 = 1.41421356 Indeed our expectations hold: Newton’s method seems to converge at 1.41421356 i.e. it is a fixed point of N(x) 1.41421356 is a root of f(x) = x 2 – 2
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Formally: Given a set of n Euclidean points, find a point in their convex hull that maximizes the product of the distances to the n given points. Informally: In an art gallery with, say, 3 paintings, what is the optimal position for a camera?
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Consider three points in the plane Their convex hull (the minimal set containing all the points) is naturally a triangle Would the camera be somewhere along the edges of the triangle or inside the triangle?
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Answer: the point that would maximize the product of the distances is at the boundary
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Why is the optimal point at the boundary? Is it unique? How do you find the optimal point?
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We will use geometry, polynomial root- finding methods, and polynomiography to solve these problems How you find roots of polynomial equations ≈ how you find the optimal point Why and how this is so… To Be Discovered Consider the Algebraic Art Gallery Problem in 3D Explore other geometric problems related to root-finding
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