The Computational Beauty of Nature: Computer Explorations of Fractals, Chaos, Complex Systems, and Adaptation by Gary William Flake (Paperback, 2000)

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Distinguishing "agents" (such as molecules, cells, animals, and species) from their interactions (like chemical reactions, immune system responses, sexual reproduction and evolution), Flake argues that it is the computational properties of interactions that account for much of what we think of as "beautiful" and "interesting".