1. Ecorithms. -- 2. Prediction and adaptation. -- 3. The computable: not everything that can be defined can be computed. The Turing Paradigm -- Robust computational models -- The character of computational laws -- Polynomial time computation -- Possible ultimate limitations -- S…
From a leading computer scientist, a unifying theory that will revolutionize our understanding of how life evolves and learns. How does life prosper in a complex and erratic world? While we know that nature follows patterns-such as the law of gravity-our everyday lives are beyon…
"We have effective theories for very few things. Gravity is one, electromagnetism another. But for most things -- whether as mundane as finding a mate or as major as managing an economy -- our theories are lousy or nonexistent. Fortunately, we don't need them, any more than a fi…
Provides a model of how effective behavior can be learned even in a world as complex as our own, shedding new light on human nature.