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What Is the Potential of Quantum Optimization?

Prof. Dr. Jean-Pierre Seifert
Security in Telecommunications | Technische Universität Berlin

Optimization problems are ubiquitous in industrial contexts. In scheduling and routing, for example, one must ensure that a reasonable solution is found. While such problems are extremely important, they are also difficult and, in most cases, cannot be solved optimally. From the perspective of computational complexity, almost all these optimization problems are usually NP-complete, which means that classical computers cannot find the optimal solution in polynomial time. Therefore, some time ago quantum computers were suggested as a new way to tackle these highly important problems. While there is strong belief that even quantum computers cannot solve all instances in polynomial time either, there is evidence that they can approximate instances that are on the other side hard to solve on classical supercomputers. This workshop aims to explore the potential and limitations of quantum computers in addressing optimization problems.


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