
Sign up to save your podcasts
Or


Delbert Murphy joins Scott Hanselman to show how quantum-inspired algorithms mimic quantum physics to solve difficult optimization problems. Quantum-Inspired Optimization (QIO) takes state-of-the-art algorithmic techniques from quantum physics and makes these capabilities available in Azure on conventional hardware, and callable from a Python client. You can use QIO to solve problems with hundreds of thousands of variables, combined into millions of terms, in a few minutes, with this easy-to-consume Azure service.[0:00:00]– Introduction [0:00:40]– What problems can you solve with quantum-inspired optimization?[0:05:35]– A concrete example: Secret Santa[0:08:52]– Demo, Part I: Solving Secret Santa with QIO[0:17:58]– Demo, Part II: Running the code[0:21:12]– Quantum-inspired algorithms[0:24:33]– Wrap-up Solve optimization problems by using quantum-inspired optimizationWhat are quantum-inspired algorithms?Ising formulations of many NP problems (Cornell University)A Tutorial on Formulating and Using QUBO Models (Cornell University)Sample code: delbert/secret-santa (GitHub)Azure Quantum optimization service samples (GitHub)Create a free account (Azure)
By Scott Hanselman4.7
3838 ratings
Delbert Murphy joins Scott Hanselman to show how quantum-inspired algorithms mimic quantum physics to solve difficult optimization problems. Quantum-Inspired Optimization (QIO) takes state-of-the-art algorithmic techniques from quantum physics and makes these capabilities available in Azure on conventional hardware, and callable from a Python client. You can use QIO to solve problems with hundreds of thousands of variables, combined into millions of terms, in a few minutes, with this easy-to-consume Azure service.[0:00:00]– Introduction [0:00:40]– What problems can you solve with quantum-inspired optimization?[0:05:35]– A concrete example: Secret Santa[0:08:52]– Demo, Part I: Solving Secret Santa with QIO[0:17:58]– Demo, Part II: Running the code[0:21:12]– Quantum-inspired algorithms[0:24:33]– Wrap-up Solve optimization problems by using quantum-inspired optimizationWhat are quantum-inspired algorithms?Ising formulations of many NP problems (Cornell University)A Tutorial on Formulating and Using QUBO Models (Cornell University)Sample code: delbert/secret-santa (GitHub)Azure Quantum optimization service samples (GitHub)Create a free account (Azure)

16,758 Listeners

272 Listeners

382 Listeners

289 Listeners

3,721 Listeners

623 Listeners

301 Listeners

988 Listeners

207 Listeners

243 Listeners

14 Listeners

10,276 Listeners

26 Listeners

637 Listeners

72 Listeners