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  • 06.27.22

Author: Roman V. Yampolskiy

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 17, 2020, 9:50 AM

Some Possible Reasons for the Limited Success of Evolutionary Algorithms

It is theoretically possible that out of thousands of scientists working on evolutionary computation, all failed to correctly implement the Darwinian algorithm.

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.

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