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This§book constitutes the refereed proceedings of the 5th International Conference§on Evolutionary and Biologically Inspired Music, Sound, Art and Design, EvoMUSART§2016, held in Porto, Portugal, in March/April 2016, co-located with the§Evo 2015 events EuroGP, EvoCOP and EvoApplications.§§The 17 revised full papers presented were carefully reviewed and§selected from 25 submissions. The papers cover a wide range of topics and application areas,§including generative approaches to music, graphics, game content, and§narrative; music information retrieval; computational aesthetics; the mechanics§of interactive evolutionary computation; and the art theory of evolutionary§computation.§