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  1. No Access

    Chapter and Conference Paper

    Differentiable Genetic Programming

    We introduce the use of high order automatic differentiation, implemented via the algebra of truncated Taylor polynomials, in genetic programming. Using the Cartesian Genetic Programming encoding we obtain a h...

    Dario Izzo, Francesco Biscani, Alessio Mereta in Genetic Programming (2017)

  2. No Access

    Article

    Analytical method for perturbed frozen orbit around an asteroid in highly inhomogeneous gravitational fields: a first approach

    This article provides a method for finding initial conditions for perturbed frozen orbits around inhomogeneous fast rotating asteroids. These orbits can be used as reference trajectories in missions that requi...

    Marta Ceccaroni, Francesco Biscani, James Biggs in Solar System Research (2014)

  3. No Access

    Chapter

    The Generalized Island Model

    The island model paradigm allows to efficiently distribute genetic algorithms overmultiple processors while introducing a new genetic operator, themigration operator, able to improve the overall algortihmic pe...

    Dario Izzo, Marek Ruciński… in Parallel Architectures and Bioinspired Alg… (2012)

  4. No Access

    Chapter and Conference Paper

    ALife in the Galapagos: Migration Effects on Neuro-Controller Design

    The parallelization of evolutionary computation tasks using a coarse-grained approach can be efficiently achieved using the island migration model. Strongly influenced by the theory of punctuated equilibria, s...

    Christos Ampatzis, Dario Izzo… in Advances in Artificial Life. Darwin Meets … (2011)