LinearProgramming.hpp

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#ifndef AI_TOOLBOX_FACTORED_MDP_LINEAR_PROGRAMMING_HEADER_FILE
#define AI_TOOLBOX_FACTORED_MDP_LINEAR_PROGRAMMING_HEADER_FILE
 
#include <optional>
 
#include <AIToolbox/Types.hpp>
#include <AIToolbox/Factored/Utils/BayesianNetwork.hpp>
#include <AIToolbox/Factored/Utils/FactoredMatrix.hpp>
#include <AIToolbox/Factored/MDP/CooperativeModel.hpp>
 
namespace AIToolbox::Factored::MDP {
    class LinearProgramming {
        public:
            std::tuple<Vector, QFunction> operator()(const CooperativeModel & m, const FactoredVector & h) const;
 
        private:
            std::optional<Vector> solveLP(const CooperativeModel & m, const FactoredMatrix2D & g, const FactoredVector & h) const;
    };
}
 
#endif