Search Results for author: Travis Humble

Found 2 papers, 0 papers with code

Adiabatic Quantum Support Vector Machines

no code implementations23 Jan 2024 Prasanna Date, Dong Jun Woun, Kathleen Hamilton, Eduardo A. Coello Perez, Mayanka Chandra Shekhar, Francisco Rios, John Gounley, In-Saeng Suh, Travis Humble, Georgia Tourassi

Finally, we perform a scalability study in which we compute the total training times of the quantum approach and the classical approach with increasing number of features and number of data points in the training dataset.

Quantum Computing based Hybrid Solution Strategies for Large-scale Discrete-Continuous Optimization Problems

no code implementations29 Oct 2019 Akshay Ajagekar, Travis Humble, Fengqi You

The proposed QC-based solution strategies enjoy high computational efficiency in terms of solution quality and computation time, by utilizing the unique features of both classical and quantum computers.

Computational Efficiency Job Shop Scheduling +1

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