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04 October 2013

Evolution, Speeded by Computation


The evolution of species, as Darwin taught us, relies on natural selection. But Dr. Valiant argues that if all the mutations that drive evolution were simply random and equally distributed, it would proceed at an impossibly slow and inefficient pace.
      
Darwin’s theory “has the gaping gap that it can make no quantitative predictions as far as the number of generations needed for the evolution of a behavior of a certain complexity,” he writes. “We need to explain how evolution is possible at all, how we got from no life, or from very simple life, to life as complex as we find it on earth today. This is the BIG question.”
      
Dr. Valiant proposes that natural selection is supplemented by ecorithms, which enable organisms to learn and adapt more efficiently. Not all mutations are realized with equal probability; those that are more beneficial are more likely to occur. In other words, evolution is accelerated by computation.
 
This is an ambitious proposal, sure to ignite controversy. But what I find so appealing about this discussion, and the book in general, is that Dr. Valiant fearlessly goes to the heart of the “BIG” questions. (I don’t know him, though we share an editor at Basic Books.) He passionately argues his case, but is also first to point out the parts of his theory that are incomplete, eager to anticipate and confront possible counterarguments. This is science at its best, driven not by dogma and blind belief, but by the desire to understand, intellectual integrity and reliance on facts.