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Optimization: The Science of Making Better Decisions

Optimization: The Science of Making Better Decisions

Making the best possible decisions is critical to the success of most businesses. This is particularly relevant today because companies have access to a large amount of high-quality data and they are interested in using this data to drive their decision making. The science of optimization can help businesses find the best solution among all possible solutions to maximize their performance and minimize their costs.

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Scaling Overhead of Locality Reduction in Binary Optimization Problems

By Elisabetta Valiante, Maritza Hernandez, Amin Barzegar, & Helmut G. Katzgraber

Recently, there has been considerable interest in solving optimization problems by mapping these onto a binary representation, sparked mostly by the use of quantum annealing machines. Such binary representation is reminiscent of a discrete physical two-state system, such as the Ising model. As such, physics-inspired techniques—commonly used in fundamental physics studies—are ideally suited to solve optimization problems in a binary format…

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Backgrounder

Backgrounder

1QBIT COMPANY BACKGROUNDER1QBit solves industry’s most demanding challenges by recasting problems to harness the power of quantum computing.1QBit is a global leader in advanced computing and software development. Founded in 2012, 1QBit builds hardware-agnostic software and partners with companies taking on computationally exhaustive problems in advanced materials, life sciences, energy, and...

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1Qloud

1Qloud

Solve intractable industrial optimization problems today. Prepare your business for a quantum computing revolution tomorrow.What is 1Qloud™The 1Qloud™ platform is a computational bridge that connects intractable industry problems to novel quantum-inspired optimization solutions that utilize the most advanced hardware. Our unique hardware-agnostic approach enables operations researchers, data...

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Maliheh Aramon

Maliheh Aramon

Optimization Lead Maliheh Aramon is the Optimization Research Lead for the Machine Learning and Quantum Inspired Optimization division. Her work focuses on developing algorithms and tools for solving business problems. In the past four years, she has been busy leveraging the strengths of classical optimization algorithms as well as novel computational technologies such as D-Wave’s quantum...

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Maritza Hernandez

Maritza Hernandez

Lead Scientist Maritza Hernandez is a Lead Scientist in the Quantum-Inspired Optimization Division and has over 10 years of industry and academic research experience in quantum computing. She specializes in delivering solutions to various industry partners by leveraging novel quantum computing and quantum-inspired technologies. Throughout her career, Maritza has conducted research on various...

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