- #1
Loren Booda
- 3,125
- 4
Does self-similarity of fractals ever represent an exact, albeit scaled down, reproduction?
Loren Booda said:Can one define a "simplicity limit" beyond which exact self-similarity does not occur?
CRGreathouse said:Care to be more specific? Otherwise, I could define the simplicity limit as "the fractal is exactly self-similar" and get the desired result.
Loren Booda said:Here's a first attempt at specificity:
Does fractal self-similarity scale by rational numbers, and fractals that are not self-similar scale by irrational numbers?
Exact self-similarity is a mathematical concept that refers to an object or system that is exactly identical to a smaller or larger version of itself. This means that every part of the object or system is a scaled-down or scaled-up version of the whole, with the same shape and structure.
The main difference between exact and approximate self-similarity is that exact self-similarity requires an exact match between the smaller and larger versions, while approximate self-similarity allows for some degree of variation or distortion in the scaling process.
Exact self-similarity can be found in various natural and man-made objects, such as fractals, crystals, snowflakes, and certain geometric shapes like the Koch curve. It can also be observed in complex systems, such as the human brain, where each part contains the same information as the whole.
Exact self-similarity has applications in many fields of science, including mathematics, physics, biology, and computer science. It can help us model and understand complex systems, create more efficient algorithms, and design structures that are stronger and more resistant to damage.
Exact self-similarity is often described as a form of recursive structure, where a pattern or rule is repeated at different scales. In other words, the larger version of the object or system is created by applying the same rule to the smaller version, and this process can continue infinitely. This connection to recursion is one reason why exact self-similarity is a fundamental concept in mathematics and computer science.