Archives for evolutionary algorithm

13 Mar

Guide to Scalable and Robust Bayesian Optimization with Dragonfly

Dragonfly, an open-source python framework for scalable and robust Bayesian optimization, is developed by researchers from Carnegie Mellon University, Pittsburgh : Kirthevasan Kandasamy, Karun Raju Vysyaraju, Willie Neiswanger, Biswajit Paria, Christopher R. Collins, Jeff Schneider, Barnabas Poczos, Eric P. Xing. The paper was submitted to Journal of Machine Learning Research in April 2020 titled “…

The post Guide to Scalable and Robust Bayesian Optimization with Dragonfly appeared first on Analytics India Magazine.

13 Mar

Guide to Scalable and Robust Bayesian Optimization with Dragonfly

Dragonfly, an open-source python framework for scalable and robust Bayesian optimization, is developed by researchers from Carnegie Mellon University, Pittsburgh : Kirthevasan Kandasamy, Karun Raju Vysyaraju, Willie Neiswanger, Biswajit Paria, Christopher R. Collins, Jeff Schneider, Barnabas Poczos, Eric P. Xing. The paper was submitted to Journal of Machine Learning Research in April 2020 titled “…

The post Guide to Scalable and Robust Bayesian Optimization with Dragonfly appeared first on Analytics India Magazine.

15 Jan

Meet Xenobots — World’s First ‘Living’ Machines Created Using Frog Stem Cells

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image-9528

How does an organism evolve? One might quickly quote Darwin and throw all-encompassing words like “universe” and “nature”. No disrespect to the great evolutionist, but unlike in former times, humans are now capable of forcing evolution onto other beings. For instance, researchers from the University of Vermont and the Truft University have forced integrated growing…

The post Meet Xenobots — World’s First ‘Living’ Machines Created Using Frog Stem Cells appeared first on Analytics India Magazine.

13 Aug

AI For Greener Good: Solar Panels Too Can Benefit From AI 

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image-6432

  The first demonstration of photovoltaic effect took place in the mid 19th century but it took more than a century for this discovery to come to fruition in the form of solar panels. Solar panels work on the principle of using the radiation of the sun to generate charge that can power a myriad…

The post AI For Greener Good: Solar Panels Too Can Benefit From AI  appeared first on Analytics India Magazine.