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  1. No Access

    Article

    Target selection for a small low-thrust mission to near-Earth asteroids

    The preliminary mission design of spacecraft missions to asteroids often involves, in the early phases, the selection of candidate target asteroids. The final result of such an analysis is a list of asteroids,...

    Alessio Mereta, Dario Izzo in Astrodynamics (2018)

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    Chapter and Conference Paper

    Machine Learning of Optimal Low-Thrust Transfers Between Near-Earth Objects

    During the initial phase of space trajectory planning and optimization, it is common to have to solve large dimensional global optimization problems. In particular continuous low-thrust propulsion is computati...

    Alessio Mereta, Dario Izzo, Alexander Wittig in Hybrid Artificial Intelligent Systems (2017)

  3. 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)