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Port of Los Angeles and Rotterdam Tap Quantum to Unclog Supply Chains in July 2023

July 31, 2023

On July 31, 2023, Monash University Southeast Asia’s 360info reported that the Ports of Los Angeles and Rotterdam initiated pilot projects deploying quantum-inspired optimization technologies to tackle growing container terminal congestion and yard management challenges. Following the post-COVID rebound in global trade, these ports faced unprecedented bottlenecks, prompting innovation beyond conventional planning methods.


The pilots focus on several critical operational areas:

  • Container Crane Scheduling: Algorithms distribute workload evenly across quay cranes to minimize interference and increase handoff efficiency.

  • Yard Space Utilization: Quantum-based combinatorial solvers map container placements to reduce retrieval cycles and equipment idle time.

  • Gate In/Out Flow Management: Real-time decision-making optimizes truck lane assignments based on predicted arrivals and yard occupancy.

Initial results indicate improvements such as approximately 10-minute reductions in truck in-gate dwell times and crane cycle increases exceeding 60%, underscoring tangible operational gains.


These solutions rely on quantum-inspired methods—classical hardware emulating quantum annealing and QUBO optimization—rather than full quantum processors. This approach provides practical benefits including:

  • Feasibility: No dependence on fragile qubits or specialized hardware.

  • Speed: Cloud-accessible platforms facilitate deployment by port operators.

  • Performance: Faster and more flexible combinatorial optimization than traditional heuristics.


Industry observers highlight that enhanced crane utilization and dynamic yard management can save millions annually, reduce vessel waiting times offshore, lower emissions, and improve global supply chain fluidity—especially during seasonal demand surges. Quantum-inspired optimization enables ports to transition from static, brittle planning to real-time adaptive resilience.


This initiative forms part of a broader wave of quantum logistics advances seen in July 2023, including photonic warehouse pilots in Canada and growing R&D partnerships across North America and Europe. Academic institutions such as Monash and Toronto further bolster the emerging field of quantum-enabled supply chains.

Looking forward, ports aim to:

  • Deploy live quantum-inspired systems by mid-2024,

  • Integrate container tracking and IoT sensor data for continuous optimization,

  • Collaborate through smart-port networks sharing optimization intelligence.

Such developments pave the way for self-optimizing ports where quantum-inspired reasoning becomes foundational to efficient operations.


By late July 2023, quantum logistics clearly moved beyond theory, entering frontline deployment at two of the world’s busiest ports. These projects highlight that quantum-inspired supply chain transformation is no longer a distant prospect—it’s happening now at global gateways critical to international trade.

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