$ ./taxicarpooling --platform

// Core matching algorithm
@Service
public class MatchingAlgorithm {
    
    @Autowired
    private LocationService locationService;
    
    public List<RideMatch> findOptimalMatches(RideRequest request) {
        // Calculate distance matrix between pickup points
        Matrix distanceMatrix = locationService.calculateDistances(
            request.getPickupLocation(), 
            getNearbyRequests(request)
        );
        
        // Apply ML algorithm for optimal grouping
        return mlEngine.optimizeRoutes(distanceMatrix, request);
    }
}
               

// Advanced matching algorithm with ML optimization
@Component
public class MLMatchingEngine {
    
    public List<OptimalGroup> findOptimalGrouping(
        List<RideRequest> requests, 
        LocationMatrix matrix
    ) {
        // Apply K-means clustering for geographical grouping
        KMeansResult clusters = kMeansAlgorithm.cluster(
            requests.stream()
                .map(r -> new GeoPoint(r.getLat(), r.getLng()))
                .collect(toList())
        );
        
        // Optimize routes within each cluster
        return clusters.getClusters()
            .parallelStream()
            .map(cluster -> routeOptimizer.optimize(cluster))
            .collect(toList());
    }
}