gen_hyper_nn.hpp

//| This file is a part of the sferes2 framework.
//| Copyright 2009, ISIR / Universite Pierre et Marie Curie (UPMC)
//| Main contributor(s): Jean-Baptiste Mouret, mouret@isir.fr
//|
//| This software is a computer program whose purpose is to facilitate
//| experiments in evolutionary computation and evolutionary robotics.
//|
//| This software is governed by the CeCILL license under French law
//| and abiding by the rules of distribution of free software.  You
//| can use, modify and/ or redistribute the software under the terms
//| of the CeCILL license as circulated by CEA, CNRS and INRIA at the
//| following URL "http://www.cecill.info".
//|
//| As a counterpart to the access to the source code and rights to
//| copy, modify and redistribute granted by the license, users are
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#ifndef GEN_HYPER_NN_HPP_
#define GEN_HYPER_NN_HPP_

#include "neuron.hpp"
#include "pf.hpp"

#include "gen_dnn_ff.hpp"
#include "af_cppn.hpp"

namespace sferes {
  namespace gen {
    template<typename W, typename Params>
    class HyperNn : public DnnFF<nn::Neuron<nn::PfWSum<W>,
      nn::AfCppn<nn::cppn::AfParams<typename Params::cppn> > >,
      nn::Connection<W>,
      Params> {
     public:
      typedef DnnFF<nn::Neuron<nn::PfWSum<W>,
              nn::AfCppn<nn::cppn::AfParams<typename Params::cppn> > >,
              nn::Connection<W>,
              Params> nn_t;
      typedef typename nn_t::neuron_t neuron_t;
      typedef typename nn_t::conn_t conn_t;
      void init() {
        BGL_FORALL_EDGES_T(e, this->get_graph(),
                           typename nn_t::graph_t)
        this->get_graph()[e].get_weight().develop();

        // develop the parameters
        BGL_FORALL_VERTICES_T(v, this->get_graph(),
                              typename nn_t::graph_t) {
          this->get_graph()[v].get_afparams().develop();
          this->get_graph()[v].get_pfparams().develop();
        }
        nn_t::init();
      }
    };
  }
}

#endif