///////////////////////////////////////////////////////////////////////////////
// For information as to what this class does, see the Javadoc, below.       //
// Copyright (C) 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006,       //
// 2007, 2008, 2009, 2010, 2014, 2015, 2022 by Peter Spirtes, Richard        //
// Scheines, Joseph Ramsey, and Clark Glymour.                               //
//                                                                           //
// This program is free software; you can redistribute it and/or modify      //
// it under the terms of the GNU General Public License as published by      //
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// GNU General Public License for more details.                              //
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///////////////////////////////////////////////////////////////////////////////

package edu.cmu.tetrad.test;

import edu.cmu.tetrad.algcomparison.algorithm.oracle.cpdag.GesMe;
import edu.cmu.tetrad.data.DataSet;
import edu.cmu.tetrad.graph.Graph;
import edu.cmu.tetrad.graph.RandomGraph;
import edu.cmu.tetrad.sem.SemIm;
import edu.cmu.tetrad.sem.SemPm;
import edu.cmu.tetrad.util.Parameters;
import edu.cmu.tetrad.util.Params;

/**
 * @author josephramsey
 */
public class TestFgesFa {


    public void test1() {

        Graph graph = RandomGraph.randomGraph(10, 0, 10,
                100, 100, 100, false);

        System.out.println(graph);

        SemPm semPm = new SemPm(graph);
        SemIm semIm = new SemIm(semPm);
        DataSet dataSet = semIm.simulateData(1000, false);

        Parameters parameters = new Parameters();
        parameters.set(Params.PENALTY_DISCOUNT, 8);
        parameters.set(Params.SYMMETRIC_FIRST_STEP, true);
        parameters.set(Params.FAITHFULNESS_ASSUMED, false);
        parameters.set(Params.MAX_DEGREE, 100);
        parameters.set(Params.VERBOSE, true);
        parameters.set(Params.DETERMINISM_THRESHOLD, .2);
        parameters.set("convergenceThreshold", 1e-7);

        parameters.set(Params.DETERMINISM_THRESHOLD, 1);

        GesMe alg = new GesMe();
        Graph CPDAG = alg.search(dataSet, parameters);

        System.out.println(CPDAG);
    }

    public static void main(String... args) {
        new TestFgesFa().test1();
    }
}




