BayesOpt
criteria_expected.hpp
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1 
3 /*
4 -------------------------------------------------------------------------
5  This file is part of BayesOpt, an efficient C++ library for
6  Bayesian optimization.
7 
8  Copyright (C) 2011-2015 Ruben Martinez-Cantin <rmcantin@unizar.es>
9 
10  BayesOpt is free software: you can redistribute it and/or modify it
11  under the terms of the GNU Affero General Public License as published by
12  the Free Software Foundation, either version 3 of the License, or
13  (at your option) any later version.
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15  BayesOpt is distributed in the hope that it will be useful, but
16  WITHOUT ANY WARRANTY; without even the implied warranty of
17  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
18  GNU Affero General Public License for more details.
19 
20  You should have received a copy of the GNU Affero General Public License
21  along with BayesOpt. If not, see <http://www.gnu.org/licenses/>.
22 ------------------------------------------------------------------------
23 */
24 
25 #ifndef _CRITERIA_EXPECTED_HPP_
26 #define _CRITERIA_EXPECTED_HPP_
27 
28 #include "criteria_functors.hpp"
29 
30 namespace bayesopt
31 {
32 
35 
37  class ExpectedReturn: public Criteria
38  {
39  public:
40  virtual ~ExpectedReturn(){};
41  void setParameters(const vectord &params) { };
42  size_t nParameters() {return 0;};
43  double operator() (const vectord &x)
44  { return mProc->prediction(x)->getMean(); };
45  std::string name() {return "cExpReturn";};
46  };
47 
48 
50 
51 } //namespace bayesopt
52 
53 
54 #endif
Namespace of the library interface.
Definition: using.dox:1
virtual ProbabilityDistribution * prediction(const vectord &query)=0
Function that returns the prediction of the GP for a query point in the hypercube [0...
Abstract interface for criteria functors.
Abstract and factory modules for criteria.
Expected return criterion.