Evolutionary Algorithm

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  • U.S. Military Embraces Robots With Greater Autonomy

    msnbc.com 2 weeks, 6 days ago

    The unattended steering wheel on the 15-ton military truck jerked sharply back and forth as the vehicle's huge tires bounced down a rain-scarred ravine through mounds of mine rubble on a rugged hillside near Pittsburgh.

  • How Will We Build An Artificial Human Brain?

    io9.com 3 weeks, 6 days ago

    There's an ongoing debate among neuroscientists, cognitive scientists, and even philosophers as to whether or not we could ever construct or reverse engineer the human brain. Some suggest it's not possible, others argue about the best way to do it, and still others have already begun working on it. More ยป

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In artificial intelligence, an evolutionary algorithm is a subset of evolutionary computation, a generic population-based metaheuristic optimization algorithm. An EA uses some mechanisms inspired by biological evolution: reproduction, mutation, recombination, and selection. Candidate solutions to the optimization problem play the role of individuals in a population, and the fitness function determines the environment within which the solutions "live". Evolution of the population then takes place after the repeated application of the above operators. Artificial evolution describes a process involving individual evolutionary algorithms; EAs are individual components that participate in an AE.

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