From Algorithms to Thinking Machines by Talia Domenico;

Author:Talia, Domenico;
Language: eng
Format: epub
Publisher: Morgan & Claypool Publishers
Published: 2023-02-15T00:00:00+00:00

1.A fractal is a geometric shape generated by mathematical functions containing detailed structure at arbitrarily small scales. Many fractals appear similar at various scales; the repetition of similar patterns at increasingly smaller scales is a property of fractals that is called self-similarity.

2.Genetic algorithms are heuristic procedures inspired by the process of natural selection that are commonly used to generate high-quality solutions for optimization and search problems by relying on biologically inspired operators such as mutation, crossover, and selection. They are also used today to solve some machine learning tasks.

3.Cellular automata are discrete methods of computation based on a grid of cells each in one of a finite number of states. The grid can be in any finite number of dimensions. For each cell, a set of neighboring cells, called its neighborhood, are defined. All cells evolve over time according to an evolution rule that uses as input values the cell and its neighbor’s state.

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