Chose alternatives parameters based on coordinate distance
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@ -38,19 +38,22 @@ struct Parameters
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{
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// Alternative paths candidate via nodes are taken from overlapping search spaces.
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// Overlapping by a third guarantees us taking candidate nodes "from the middle".
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double kSearchSpaceOverlapFactor;
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double kSearchSpaceOverlapFactor = 1.33;
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// Unpack n-times more candidate paths to run high-quality checks on.
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// Unpacking paths yields higher chance to find good alternatives but is also expensive.
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double kAlternativesToUnpackFactor;
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unsigned kAlternativesToUnpackFactor = 2;
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// Alternative paths length requirement (stretch).
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// At most 25% longer then the shortest path.
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double kAtMostLongerBy;
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double kAtMostLongerBy = 0.25;
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// Alternative paths similarity requirement (sharing).
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// At least 15% different than the shortest path.
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double kAtLeastDifferentBy;
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double kAtLeastDifferentBy = 0.85;
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// Alternative paths are still reasonable around the via node candidate (local optimality).
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// At least optimal around 10% sub-paths around the via node candidate.
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double kAtLeastOptimalAroundViaBy;
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double kAtLeastOptimalAroundViaBy = 0.1;
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// Alternative paths similarity requirement (sharing) based on calles.
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// At least 15% different than the shortest path.
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double kCellsAtLeastDifferentBy = 0.85;
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};
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// Represents a via middle node where forward (from s) and backward (from t)
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@ -121,19 +124,45 @@ double getLongerByFactorBasedOnDuration(const EdgeWeight duration)
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}
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// Bigger than 10 minutes but smaller than 10 hours
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BOOST_ASSERT(duration > 5*60 && duration < 10*60*60);
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BOOST_ASSERT(duration > 5 * 60 && duration < 10 * 60 * 60);
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return a + b/(duration-d) + c/std::pow(duration-d, 3);
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return a + b / (duration - d) + c / std::pow(duration - d, 3);
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}
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Parameters getDefaultParameters()
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Parameters parametersFromRequest(const PhantomNodes &phantom_node_pair)
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{
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Parameters parameters;
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parameters.kSearchSpaceOverlapFactor = 1.33;
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parameters.kAlternativesToUnpackFactor = 2.0;
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parameters.kAtMostLongerBy = 0.25;
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parameters.kAtLeastDifferentBy = 0.85;
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parameters.kAtLeastOptimalAroundViaBy = 0.10;
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auto distance = util::coordinate_calculation::haversineDistance(
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phantom_node_pair.source_phantom.location, phantom_node_pair.target_phantom.location);
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// 10km
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if (distance < 10000.)
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{
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parameters.kAlternativesToUnpackFactor = 10.0;
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parameters.kCellsAtLeastDifferentBy = 1.0;
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parameters.kAtLeastOptimalAroundViaBy = 0.2;
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}
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// 20km
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else if (distance < 20000.)
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{
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parameters.kAlternativesToUnpackFactor = 8.0;
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parameters.kCellsAtLeastDifferentBy = 1.0;
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parameters.kAtLeastOptimalAroundViaBy = 0.2;
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}
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// 50km
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else if (distance < 50000.)
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{
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parameters.kAlternativesToUnpackFactor = 6.0;
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parameters.kCellsAtLeastDifferentBy = 0.95;
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}
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// 100km
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else if (distance < 100000.)
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{
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parameters.kAlternativesToUnpackFactor = 4.0;
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parameters.kCellsAtLeastDifferentBy = 0.75;
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}
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return parameters;
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}
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@ -226,6 +255,10 @@ RandIt filterPackedPathsByCellSharing(RandIt first,
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const Partition &partition,
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const Parameters ¶meters)
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{
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// In this case we don't need to calculate sharing, because it would not filter anything
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if (parameters.kCellsAtLeastDifferentBy >= 1.0)
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return last;
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util::static_assert_iter_category<RandIt, std::random_access_iterator_tag>();
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util::static_assert_iter_value<RandIt, WeightedViaNodePackedPath>();
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@ -278,7 +311,7 @@ RandIt filterPackedPathsByCellSharing(RandIt first,
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const auto sharing = 1. - difference;
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if (sharing > parameters.kAtLeastDifferentBy)
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if (sharing > parameters.kCellsAtLeastDifferentBy)
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{
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return true;
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}
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@ -730,7 +763,7 @@ InternalManyRoutesResult alternativePathSearch(SearchEngineData<Algorithm> &sear
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const PhantomNodes &phantom_node_pair,
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unsigned number_of_alternatives)
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{
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auto parameters = getDefaultParameters();
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Parameters parameters = parametersFromRequest(phantom_node_pair);
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const auto max_number_of_alternatives = number_of_alternatives;
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const auto max_number_of_alternatives_to_unpack =
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