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Aqarios has integrated its FlexQAOA algorithm into the IBM Qiskit ecosystem to natively handle constraints in optimization problems, moving beyond penalty-based methods that often fail to guarantee valid solutions. Validated on IBM Quantum Heron hardware, this tool allows users to solve complex planning and scheduling tasks with 48 constraints on a 144-bit problem directly through the Qiskit Functions Catalog. This development strengthens the practical utility of quantum computing for real-world applications by embedding constraint logic at the algorithmic level rather than as an afterthought.
Aqarios boosts IBM Qiskit library with quantum constraint tool

Aqarios GmbH expands the IBM Qiskit ecosystem with its Constrained Quantum Optimizer, a new function solving complex problems with its FlexQAOA algorithm.
Aqarios GmbH launched the Constrained Quantum Optimizer for IBM Qiskit, offering a new approach to solving complex planning and scheduling problems, the company says. Built on the company’s FlexQAOA algorithm, the function integrates real-world constraints directly into quantum computations, a departure from penalty-based methods that cannot guarantee valid solutions. “Optimization is one of the most compelling categories of problems for the development of quantum advantage-capable applications,” said Scott Crowder, Vice President, IBM Quantum…
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