Iterated function

From Wikipedia, the free encyclopedia

(Redirected from Iterated map)
Jump to: navigation, search

In mathematics, iterated functions are the objects of deep study in fractals and dynamical systems. An iterated function is a function which is composed with itself, repeatedly, a process called iteration.

Contents

The formal definition of an iterated function on a set X follows:

Let X be a set and f:X\rightarrow X be a function. Define the n'th iterate fn of f by f^0=\operatorname{id}_X where \operatorname{id}_X is the identity function on X, and f^{n+1} = f \circ f^n.

In the above, f \circ g denotes function composition; that is, (f \circ g)(x)=f(g(x)).

The sequence of functions fn is called a Picard sequence, named after Charles Émile Picard. For a given x in X, the sequence of values fn(x) is called the orbit of x.

If fn(x) = fn + m(x) for some integer m, the orbit is called a periodic orbit. The smallest such value of m for a given x is called the period of the orbit. The point x itself is called a periodic point.

If m=1, that is, if f(x) = x for some x in X, then x is called a fixed point of the iterated sequence. The set of fixed points is often denoted as Fix(f). There exist a number of fixed-point theorems that guarantee the existence of fixed points in various situations, including the Banach fixed point theorem and the Brouwer fixed point theorem.

There are several techniques for convergence acceleration of the sequences produced by fixed point iteration. For example, the Aitken method applied to an iterated fixed point is known as Steffensen's method, and produces quadratic convergence.

Upon iteration, one may find that there are sets that shrink and converge towards a single point. In such a case, the point that is converged to is known as an attractive fixed point. Conversely, iteration may give the appearance of points diverging away from a single point; this would be the case for an unstable fixed point.

When the points of the orbit converge to one or more limits, the set of accumulation points of the orbit is known as the limit set or the ω-limit set.

The ideas of attraction and repulsion generalize similarly; one may categorize iterates into stable sets and unstable sets, according to the behaviour of small neighborhoods under iteration.

Other limiting behaviours are possible; for example, wandering points are points that move away, and never come back even close to where they started.

The idea of iteration can be generalized so that the iteration count n becomes a continuous parameter; in this case, such a system is called a flow.

If f and g are two iterated functions, and there exists a homeomorphism h such that g=h^{-1} \circ f \circ h, then f and g are said to be topologically conjugate. Clearly, topological conjugacy is preserved under iteration, as one has that g^n=h^{-1}\circ f^n \circ h, so that if one can solve one iterated function system, one has solutions for all topologically conjugate systems. For example, the tent map is topologically conjugate to the logistic map.

If the function can be described by a stochastic matrix, that is, a matrix whose rows or columns sum to one, then the iterated system is known as a Markov chain.

Famous iterated functions include the Mandelbrot set and Iterated function systems.

If f is the action of a group element on a set, then the iterated function corresponds to a free group.

Iterated functions can be studied with the Artin-Mazur zeta function and with transfer operators.

  • Vasile I. Istratescu, Fixed Point Theory, An Introduction, D.Reidel, Holland (1981). ISBN 90-277-1224-7
Advanced Search
Included Web Search Engines


Safe Search

close

Top Matching Results

Occasionally Search.com will highlight specialized results that are based on the context of your query. Examples of specialized results include specific links to news, images, or video.

Top Matching Results may highlight information from other Search.com pages, content from the CNET Network of sites, or third party content. The listings are based purely on relevance. Search.com does not receive payment for listings in this section but our partners that provide this data may get paid for listing these products.

Sponsored Links

This section contains paid listings which have been purchased by companies that want to have their sites appear for specific search terms and related content. These listings are administered, sorted and maintained by a third party and are not endorsed by Search.com.

Search Results

Search.com sends your search query to several search engines at one time and integrates the results into one list which has been sorted by relevance using Search.com's proprietary algorithm. You can customize the list of search engines included in your metasearch from the preferences.

The search engines that are used in your metasearch may allow companies to pay to have their Web sites included within the results. To view the Paid Inclusion policy for a specific search engine, please visit their Web site. Search.com does not accept payment or share revenue with any search engine partner for listings in this section.