Partitioning Optimization Problems for Hybrid Classical/Quantum ...

We introduce qbsolv, a tool that solves large quadratic unconstrained binary optimization (QUBO) problems by partitioning into subproblems.

107 Citations · Parallel Quantum Local Search via Evolutionary Mechanism · Traffic Flow Optimization Using a Quantum Annealer · Multimodal Container Planning: A ...

Introduction — qbsolv documentation

For a description of the algorithm and implementation, see Partitioning Optimization Problems for Hybrid Classical/Quantum Execution . For a description of ...

A Decomposition Method for the Hybrid Quantum-Classical Solution ...

Abstract:Current quantum computers can only solve optimization problems of a very limited size. For larger problems, decomposition methods ...

The set partitioning problem in a quantum context

The problem is to minimize the total energy of the system represented by its Hamiltonian. The optimization is done in a hybrid quantum-classical manner: 1. A ...

D-Wave's qbsolv: Partitioning Optimization Problems for Hybrid ...

D-Wave's qbsolv: Partitioning Optimization Problems for Hybrid Classical/Quantum Execution ... Archived post. New comments cannot be posted and ...

Hybrid Quantum Computing - Tabu Search Algorithm for Partitioning ...

As an alter- native to these classical systems, Quantum Computing (QC, ... Roy, “Partitioning optimization problems for hybrid classcal/quantum execution,” 2017.

Integrating quantum and classical computing for multi-energy ...

Due to their mixed-integer problem structure, quantum annealers cannot be directly used for multi-energy system optimization. To solve multi-energy system ...

Hybrid Classical-Quantum Optimization Techniques for Solving ...

Despite these, larger QUBO problems that cannot be directly embedded on physical hardware graphs can be solved by partitioning them into smaller ...

Efficient partition of integer optimization problems with one-hot ...

Therefore, using the quantum annealer is advantageous if it can solve subproblems with many closed loops more efficiently than classical ...

(PDF) Hybrid Classical-Quantum Optimization Techniques for ...

Unlike conventional classical solution techniques, the proposed hybrid frameworks harness quantum annealing to supplement established deterministic optimization ...

Hybrid Quantum-Classical Heuristic to Solve Large-Scale Integer ...

... problem and the quantum approximate optimization algorithm (QAOA). Here, the master problem is the optimization problem set partitioning or ...

Hybrid Classical-Quantum Optimization Techniques for Solving ...

quantum annealing and classical optimization techniques for solving large-scale scheduling problems ... on physical hardware graphs can be solved by partitioning.

A Hybrid Approach for Solving Optimization Problems on Small ...

Index Terms—Quantum computing, universal quantum com- puting, quantum annealing, quantum–classical algorithms, vari- ational hybrid algorithms, ...

Hybrid classical-quantum computing: are we forgetting ... - Inspire HEP

Hybrid quantum computing-tabu search algorithm for partitioning problems: preliminary study on the traveling salesman problem · E. Osaba. , · E. Villar-Rodriguez.

(PDF) Hybrid Quantum Computing - Tabu Search Algorithm for ...

PDF | On Jun 28, 2021, Eneko Osaba and others published Hybrid Quantum Computing - Tabu Search Algorithm for Partitioning Problems: ...

Hybrid Parallel Ant Colony Optimization for Application to Quantum ...

This was our primary motivation to develop a new approach that can handle large-scale problems by a partitioning approach such that individual partitions can be ...

Partitioning QUBO with two-way one-hot conditions on traveling ...

Booth, M., Reinhardt, S., and Roy, A. (2017). Partitioning optimization problems for hybrid classical/quantum execution. Available online at: ...

Focusing on the Hybrid Quantum Computing - Tabu Search Algorithm

Partitioning optimization problems for hybrid classcal/quantum execution. [6] ... Hybrid quantum-classical optimization for financial index tracking.

A Hybrid Approach for Solving Optimization Problems on Small ...

This work discusses decomposition-based hybrid approaches for solving optimization problems and demonstrates them for applications related to community ...