Browsing Dept. of Computer Science by Author "Nitschke, Geoff Stuart"

Now showing items 1-3 of 3

  • APIC: A method for automated pattern identification and classification 

    Goss, Ryan Gavin (University of Cape TownFaculty of ScienceDepartment of Computer Science, 2017)
    Machine Learning (ML) is a transformative technology at the forefront of many modern research endeavours. The technology is generating a tremendous amount of attention from researchers and practitioners, providing new ...

  • Neuro-evolution behavior transfer for collective behavior tasks 

    Didi, Sabre Z (University of Cape TownFaculty of ScienceDepartment of Computer Science, 2018)
    The design of effective, robust and autonomous controllers for multi-agent and multi-robot systems is a long-standing problem in the fields of computational intelligence and robotics. Whilst nature-inspired problem-solving ...

  • Spectral analysis of neutral evolution 

    Shorten, David (University of Cape TownFaculty of ScienceDepartment of Computer Science, 2017)
    It has been argued that much of evolution takes place in the absence of fitness gradients. Such periods of evolution can be analysed by examining the mutational network formed by sequences of equal fitness, that is, the ...