HypercubeBenchmark.cpp

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/* Author: Bryant Gipson, Mark Moll */
 
#include <ompl/base/spaces/RealVectorStateSpace.h>
#include <ompl/geometric/planners/rrt/RRT.h>
#include <ompl/geometric/planners/kpiece/KPIECE1.h>
#include <ompl/geometric/planners/est/EST.h>
#include <ompl/geometric/planners/prm/PRM.h>
#include <ompl/geometric/planners/stride/STRIDE.h>
#include <ompl/tools/benchmark/Benchmark.h>
#include <ompl/util/String.h>
 
#include <boost/math/constants/constants.hpp>
#include <boost/format.hpp>
#include <fstream>
 
unsigned ndim = 6;
const double edgeWidth = 0.1;
 
// Only states near some edges of a hypercube are valid. The valid edges form a
// narrow passage from (0,...,0) to (1,...,1). A state s is valid if there exists
// a k s.t. (a) 0<=s[k]<=1, (b) for all i<k s[i]<=edgeWidth, and (c) for all i>k
// s[i]>=1-edgewidth.
bool isStateValid(const ompl::base::State *state)
{
    const auto *s
        = static_cast<const ompl::base::RealVectorStateSpace::StateType*>(state);
    bool foundMaxDim = false;
 
    for (int i = ndim - 1; i >= 0; i--)
        if (!foundMaxDim)
        {
            if ((*s)[i] > edgeWidth)
                foundMaxDim = true;
        }
        else if ((*s)[i] < (1. - edgeWidth))
            return false;
    return true;
}
 
void addPlanner(ompl::tools::Benchmark& benchmark, const ompl::base::PlannerPtr& planner, double range)
{
    ompl::base::ParamSet& params = planner->params();
    if (params.hasParam(std::string("range")))
        params.setParam(std::string("range"), ompl::toString(range));
    benchmark.addPlanner(planner);
}
 
int main(int argc, char **argv)
{
    if(argc > 1)
        ndim = std::stoul(argv[1]);
 
    double range = edgeWidth * 0.5;
    auto space(std::make_shared<ompl::base::RealVectorStateSpace>(ndim));
    ompl::base::RealVectorBounds bounds(ndim);
    ompl::geometric::SimpleSetup ss(space);
    ompl::base::ScopedState<> start(space), goal(space);
 
    bounds.setLow(0.);
    bounds.setHigh(1.);
    space->setBounds(bounds);
    ss.setStateValidityChecker(&isStateValid);
    ss.getSpaceInformation()->setStateValidityCheckingResolution(0.001);
    for(unsigned int i = 0; i < ndim; ++i)
    {
        start[i] = 0.;
        goal[i] = 1.;
    }
    ss.setStartAndGoalStates(start, goal);
 
    // by default, use the Benchmark class
    double runtime_limit = 1000, memory_limit = 4096;
    int run_count = 20;
    ompl::tools::Benchmark::Request request(runtime_limit, memory_limit, run_count);
    ompl::tools::Benchmark b(ss, "HyperCube");
    b.addExperimentParameter("num_dims", "INTEGER", std::to_string(ndim));
 
    addPlanner(b, std::make_shared<ompl::geometric::STRIDE>(ss.getSpaceInformation()), range);
    addPlanner(b, std::make_shared<ompl::geometric::EST>(ss.getSpaceInformation()), range);
    addPlanner(b, std::make_shared<ompl::geometric::KPIECE1>(ss.getSpaceInformation()), range);
    addPlanner(b, std::make_shared<ompl::geometric::RRT>(ss.getSpaceInformation()), range);
    addPlanner(b, std::make_shared<ompl::geometric::PRM>(ss.getSpaceInformation()), range);
    b.benchmark(request);
    b.saveResultsToFile(boost::str(boost::format("hypercube_%i.log") % ndim).c_str());
 
    exit(0);
}