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    Article

    A hybrid evolutionary algorithm for the symbolic modeling of multiple-time-scale dynamical systems

    Natural and artificial dynamical systems in the real world often have dynamics at multiple time scales. Such dynamics can contribute substantially to the complexity of a dynamical system and increase the diffi...

    Theodore W. Cornforth, Hod Lipson in Evolutionary Intelligence (2015)

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    Chapter and Conference Paper

    Reverse-Engineering Nonlinear Analog Circuits with Evolutionary Computation

    The design of analog circuits by hand is a difficult task, and many successful approaches to automating this design process based on evolutionary computation have been proposed. The fitness evaluations necessa...

    Theodore W. Cornforth, Hod Lipson in Unconventional Computation and Natural Computation (2014)

  3. No Access

    Article

    Inference of hidden variables in systems of differential equations with genetic programming

    The data-driven modeling of dynamical systems is an important scientific activity, and many studies have applied genetic programming (GP) to the task of automatically constructing such models in the form of sy...

    Theodore W. Cornforth, Hod Lipson in Genetic Programming and Evolvable Machines (2013)

  4. No Access

    Chapter and Conference Paper

    Evolution of Analog Circuit Models of Ion Channels

    Analog circuits have long been used to model the electrical properties of biological neurons. For example, the classic Hodgkin-Huxley model represents ion channels embedded in a neuron’s cell membrane as a cap...

    Theodore W. Cornforth, Kyung-Joong Kim in Evolvable Systems: From Biology to Hardware (2010)

  5. Article

    Open Access

    A low-cost open-source SNP genoty** platform for association map** applications

    Association map** aimed at identifying DNA polymorphisms that contribute to variation in complex traits entails genoty** a large number of single-nucleotide polymorphisms (SNPs) in a very large panel of in...

    Stuart J Macdonald, Tomi Pastinen, Anne Genissel, Theodore W Cornforth in Genome Biology (2005)