Proposal and Preliminary Investigation of a Fitness Function for Partial Differential Models

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  author =       "Igor S. Peretta and Keiji Yamanaka and 
                 Paul Bourgine and Pierre Collet",
  title =        "Proposal and Preliminary Investigation of a Fitness
                 Function for Partial Differential Models",
  booktitle =    "18th European Conference on Genetic Programming",
  year =         "2015",
  editor =       "Penousal Machado and Malcolm I. Heywood and 
                 James McDermott and Mauro Castelli and 
                 Pablo Garcia-Sanchez and Paolo Burelli and Sebastian Risi and Kevin Sim",
  series =       "LNCS",
  volume =       "9025",
  publisher =    "Springer",
  pages =        "179--191",
  address =      "Copenhagen",
  month =        "8-10 " # apr,
  organisation = "EvoStar",
  keywords =     "genetic algorithms, genetic programming, System
                 modelling, Partial differential equations, Fitness
                 function, Galerkin's method, Jacobi-Legendre
                 polynomials, Tree-based Genetic Programming: Poster",
  isbn13 =       "978-3-319-16500-4",
  DOI =          "doi:10.1007/978-3-319-16501-1_15",
  abstract =     "This work proposes and presents a preliminary
                 investigation of a fitness evaluation scheme supported
                 by a proper genotype representation intended to guide
                 an under development expansion to EASEA/EASEA-CLOUD
                 platforms to evolve partial differential equations as
                 models for a specific system of interest, starting with
                 measures from that system. A simple proof of concept
                 using a dynamic bidirectional surface wave is
                 presented, showing that the proposed fitness evaluation
                 scheme is very promising to enable automate system
                 modelling, even when dealing with up to +-10percent
                 noise-added data.",
  notes =        "Part of \cite{Machado:2015:GP} EuroGP'2015 held in
                 conjunction with EvoCOP2015, EvoMusArt2015 and

Genetic Programming entries for Igor Santos Peretta Keiji Yamanaka Paul Bourgine Pierre Collet