Teng Huang

Template-based Minor Embedding for Adiabatic Quantum Optimization

  • David Bergman
  • Arvind U. Raghunathan
  • Thiago Serra
  • Teng Huang
    • Categories 0-1 Programming, Applications - Science and Engineering

    Quantum Annealing (QA) can be used to quickly obtain near-optimal solutions for Quadratic Unconstrained Binary Optimization (QUBO) problems. In QA hardware, each decision variable of a QUBO should be mapped to one or more adjacent qubits in such a way that pairs of variables defining a quadratic term in the objective function are mapped to … Read more

    Predictive and Prescriptive Analytics for Location Selection of Add-on Retail Products

  • David Bergman
  • Ram Gopal
  • Teng Huang
    • Categories Applications - OR and Management Sciences

    In this paper, we study an analytical approach to selecting expansion locations for retailers selling add-on products whose demand is derived from the demand of another base product. Demand for the add-on product is realized only as a supplement to the demand of the base product. In our context, either of the two products could … Read more