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  • 06.09.23

Tag: genetic programming

Evolution IconEvolution
Roman V. Yampolskiy
July 18, 2020, 5:45 AM

Neuroevolution Methods Show Significant Success

The Darwinian algorithm works in theory, but does not work in practice, when applied in the domain of software production.

Evolution IconEvolution
Roman V. Yampolskiy
July 16, 2020, 10:56 AM

The State of the Art in Evolutionary Computation

As with early AI, the claims are inflated, unsupported, and the solutions do not scale to real world problems. Perhaps an EA “winter” is long overdue.

Evolution IconEvolution
Roman V. Yampolskiy
July 15, 2020, 2:29 PM

On Evolutionary Computation

From the early 1950s, multiple well-documented attempts to make Darwin’s algorithm work on a computer have been published.

Evolution IconEvolution
Roman V. Yampolskiy
July 14, 2020, 2:08 PM

What Can and Can’t Darwin’s Algorithm Compute?

A number of seminal papers have been published attempting to formalize Darwin’s biological theory from the point of view of computational sciences.

Evolution News
January 3, 2019, 12:24 PM

Why We Don’t Evolve Software: A Computer Scientist Considers Darwinian Theory

Software engineers are trained in design principles, and also have real experience of how complex functional systems appear and change constructively.

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