HillClimbing.cpp

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/* Author: Ioan Sucan */
 
#include "ompl/geometric/HillClimbing.h"
 
namespace ompl
{
    namespace magic
    {
        static const unsigned int MAX_CLIMB_NO_UPDATE_STEPS = 10;
    }  // namespace magic
}  // namespace ompl
 
bool ompl::geometric::HillClimbing::tryToImprove(const base::GoalRegion &goal, base::State *state, double nearDistance,
                                                 double *betterGoalDistance) const
{
    double tempDistance;
    double initialDistance;
 
    bool wasValid = valid(state);
    bool wasValidStart = wasValid;
 
    bool wasSatisfied = goal.isSatisfied(state, &initialDistance);
    bool wasSatisfiedStart = wasSatisfied;
 
    double bestDist = initialDistance;
 
    base::StateSamplerPtr ss = si_->allocStateSampler();
    base::State *test = si_->allocState();
    unsigned int noUpdateSteps = 0;
 
    for (unsigned int i = 0; noUpdateSteps < magic::MAX_CLIMB_NO_UPDATE_STEPS && i < maxImproveSteps_; ++i)
    {
        bool update = false;
        ss->sampleUniformNear(test, state, nearDistance);
        bool isValid = valid(test);
        bool isSatisfied = goal.isSatisfied(test, &tempDistance);
        if (!wasValid && isValid)
        {
            si_->copyState(state, test);
            wasValid = true;
            wasSatisfied = isSatisfied;
            update = true;
        }
        else if (wasValid == isValid)
        {
            if (!wasSatisfied && isSatisfied)
            {
                si_->copyState(state, test);
                wasSatisfied = true;
                update = true;
            }
            else if (wasSatisfied == isSatisfied)
            {
                if (tempDistance < bestDist)
                {
                    si_->copyState(state, test);
                    bestDist = tempDistance;
                    update = true;
                }
            }
        }
        if (update)
            noUpdateSteps = 0;
        else
            noUpdateSteps++;
    }
    si_->freeState(test);
 
    if (betterGoalDistance)
        *betterGoalDistance = bestDist;
    return (bestDist < initialDistance) || (!wasSatisfiedStart && wasSatisfied) || (!wasValidStart && wasValid);
}