> ## Documentation Index
> Fetch the complete documentation index at: https://dynex.mintlify.app/llms.txt
> Use this file to discover all available pages before exploring further.

# Logistics & Operations

> Quantum computing applications in routing, scheduling, and supply chain optimization

# Logistics & Operations

Combinatorial optimization problems in logistics — routing, scheduling, and resource allocation — are a natural fit for quantum annealing. Dynex solves these problems at scale with competitive solution quality.

## Multi-Vehicle Routing

Quantum-optimized routing and scheduling for a fleet of vehicles. Minimizes total travel time and fuel consumption while satisfying delivery constraints across large networks.

<Card title="Quantum Multi-Vehicle Routing" icon="truck" href="https://github.com/dynexcoin/quantum_multi_vehicle_routing">
  Fleet routing optimization using quantum annealing. Handles capacity, time window, and precedence constraints for real-world logistics operations.
</Card>

## Workforce Scheduling

Optimal shift assignment and task allocation for workforce management. Balances employee availability, skill requirements, and operational constraints to maximize efficiency.

<Card title="Quantum Workforce Scheduling" icon="calendar" href="https://github.com/dynexcoin/quantum_workforce_scheduling">
  Quantum-optimized workforce scheduling for dynamic staffing environments. Reduces scheduling conflicts and operational costs.
</Card>

## Flow Shop Scheduling

Job shop and flow shop scheduling optimization — minimizing makespan across multiple machines and processing stages. Quantum annealing explores the scheduling space efficiently to find near-optimal job orderings.

<Card title="Quantum Flow Shop Scheduling" icon="gears" href="https://github.com/dynexcoin/quantum_flow_scheduling">
  Quantum optimization for JSS and FSS problems. Minimizes completion time across multi-machine production environments.
</Card>

## Aircraft Loading

Optimal cargo distribution and weight balancing for aircraft. Ensures structural safety while maximizing payload capacity.

<Card title="Aircraft Loading Optimization" icon="plane-departure" href="https://github.com/Dynex-Development/awesome-dynex/blob/main/optimization/aircraft-loading-optim.ipynb">
  Airbus QCC Problem n°5: quantum optimization of load distribution under weight and balance constraints.
</Card>

## Job Sequencing

Optimal sequencing of jobs to minimize total weighted completion time. Applicable to manufacturing, printing, and processing pipelines.

<Card title="Quantum Job Sequencing" icon="list-ol" href="https://github.com/Dynex-Development/awesome-dynex/blob/main/optimization/quantum_job_sequencing.ipynb">
  QUBO formulation for job sequencing with deadlines and weights. Finds optimal job orderings for single-machine and parallel-machine settings.
</Card>