Optimizing delivery routes at quantum speed

Quantum-Powered Path Optimization for Smarter Deliveries

Harness QAOA and hybrid computing to find optimal delivery routes in real time. Experience the future of logistics optimization today.

Live Demo Active

Showing quantum vs classical optimization results for 5 delivery stops. Quantum achieves 12.7% better efficiency!

Interactive Route MapDemo Active

How to use the demo:

  • Add Stops: Click anywhere on the map to add a delivery location.
  • Add Hub: Click the button, then click the map to add a hub.
  • Optimize: Once you have at least 1 hub and 2 stops, click "Run Optimization".
  • Interact: Drag stops to move them, or click the trash icon to remove them.
Hubs & Stops

Click to add new hubs

Hubs (2)

Hub 116.5062, 80.6480
Hub 216.5500, 80.7000

Stops (6)

Electronics Store16.5150, 80.6550
Pharmacy16.4980, 80.6420
Grocery Market16.5100, 80.6350
Restaurant16.5220, 80.6510
Hardware Store16.5400, 80.7100
Bookstore16.5600, 80.6900
Click map to add stops
Advanced Parameters
2

Higher values may find better solutions but take longer

1,024

More shots improve accuracy but increase runtime

Higher penalties enforce constraints more strictly

Live Simulation
Results (3)
HAWS-QAOA p=3
Valid
Distance: 23.4 km
1847ms
Nearest Neighbor + 2-opt
Valid
Distance: 26.8 km
67ms
Simulated Annealing
Valid
Distance: 25.1 km
234ms
Liked routes: 0
Best Classical:25.1 km
Best Overall:23.4 km
Quantum Advantage:6.8%
Performance Analytics
6.8% Quantum Advantage3 Algorithms Compared
Distance vs Runtime
Solution Quality
23.4

Best Quantum (km)

25.1

Best Classical (km)

6.8%

Improvement

67

Fastest (ms)

Turn-by-Turn Navigation
0.0 km
0 min
HAWS-QAOA p=3
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Environmental Impact Analysis

Carbon footprint and sustainability metrics for optimized routes

Environmental Impact Calculator
6.8% CO₂ Reduction Diesel Van
CO₂ Emissions by Algorithm
Quantum Environmental Benefit
0.43

CO₂ Saved (kg)

31.05

Fuel Cost Saved

0.0

Trees Equivalent

6.8%

Reduction

The Delivery Routing Problem

Inefficient routing costs businesses billions annually. Traditional algorithms struggle with complex optimization landscapes that quantum computing can navigate.

Time Waste

Poor routing increases delivery times by 20-40%, leading to customer dissatisfaction and operational inefficiency.

Higher Costs

Suboptimal routes mean more fuel consumption, vehicle wear, and driver overtime, directly impacting profit margins.

Scalability Issues

Classical algorithms hit computational walls with complex routing scenarios, limiting business growth potential.

How QuantaPath Works

Our hybrid quantum-classical approach combines the best of both worlds for superior route optimization performance.

Input Stops

Add delivery locations via address or map clicks

Distance Matrix

Build matrix using Google Maps or OpenRoute API

QUBO + QAOA

Formulate as quantum optimization problem

Compare

Benchmark against classical baselines

Optimal Route

Visualize and export the best path

Advanced Features

Explore advanced quantum optimization parameters, algorithm comparisons, and detailed performance analytics.

Quantum Parameters

Fine-tune QAOA depth, shots, and optimization methods for different problem sizes and requirements.

Algorithm Comparison

Compare quantum HAWS-QAOA against classical methods like Simulated Annealing and Nearest Neighbor.

Real-time Navigation

Get turn-by-turn directions with accurate timing using OpenRouteService integration.

Benchmark Results

Comprehensive performance analysis of quantum vs classical algorithms

Benchmark Results

Algorithm Performance Analysis

Comprehensive comparison of HAWS-QAOA against traditional optimization methods, showcasing quantum advantage in route planning

Algorithm Efficiency ComparisonLive Benchmarks
Comprehensive performance analysis across solution quality, runtime, and scalability metrics
Performance Overview
Comparing quantum and classical algorithms across key metrics.

Environmental Impact & Sustainability

Discover how quantum optimization reduces carbon footprint and drives sustainable logistics operations

Environmental Impact Calculator

Run optimization to see environmental impact analysis

Real-World Applications

QuantaPath optimizes routes across diverse industries and use cases

Last-Mile Delivery

Optimize final delivery routes for e-commerce and logistics companies

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Food Delivery

Minimize delivery times for restaurants and food service platforms

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Field Services

Schedule technician visits and maintenance calls efficiently

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Campus Shuttles

Optimize shuttle routes for universities and corporate campuses