2912 - 利用 Qiskit 函数实现优化中的量子优势.pdf

1、Orlando,FLOctober 69IBM TechXchange 20252912Paco MartinIBM,Senior Technical Staff MemberYuval BaumQ-CTRL,Head of Quantum Computing ResearchTBDKIPU,TBDTowards Quantum Advantage in Optimization with Qiskit FunctionsAgenda010203Q-CTRL:Transforming the path to commercial advantage in quantum optimizatio

2、n KIPU:TBDPanel DiscussionIBM TechXchange|2025 IBM Corporation01 Q-CTRLYuval BaumHead of Quantum Computing ResearchIBM TechXchange|2025 IBM Corporation3Yuval BaumHead of quantum computing researchQ-CTRLyuval.baumq-Transforming the path to commercial advantage in quantum optimization 5Q-CTRL helps yo

3、u achieve better results through single-command performance-management solutions natively available within IBM Quantum!Build your own optimizerBuild your own optimizeror anything else:or anything else:Q-CTRL Performance ManagementRun our prepackaged optimizer:Run our prepackaged optimizer:Q-CTRL Opt

4、imization Solver1.2.Scheduling,routing,and optimization are primed to provide the first strategic quantum advantage in 2-4yPassenger-train timetable scheduling Convoy route optimizationManufacturing and supply chain optimizationReal-time transport routing and EV charger placementTrain timetabling:as

5、signing a network-wide schedule is a challenging constrained optimization problem close to advantage!7Solving 103 qubits constrained optimization directly on IBM hardware using Q-CTRL solver ProblemProblem:Determine optimal arrival and departure times of trains at stations.ObjectivesObjectives:Ensur

6、e sufficient time for boarding/transfers and maintain appropriate journey durations.ComplexityComplexity:Large solution space with complex constraints due to safety and signaling requirements.Potential quantum advantage by 2028Potential quantum advantage by 2028Todays SolverTodays Solver consistentl