Заседание научного семинара лаборатории ЛАТАС

Large scale problems in the design and analysis of networks, energy systems, biomedicine, finance, and engineering are modeled as optimization and control problems. Both humans and nature are constantly optimizing to minimize costs or maximize profits, to maximize the flow in a network, or to minimize the probability of a blackout in the smart grid. The resulting optimization problems very often are nonconvex, hard to solve, or of very large scale. Exact algorithms are of very limited use in these cases. Due to new algorithmic developments in heuristics, as well as the computational power of machines, optimization heuristics, such as VNS, have been used to solve problems in a wide spectrum of applications in science and engineering. In this talk, we are going to address new developments including the “Less is more Approach in Optimization,” as well as discuss their power to solve hard problems and new developments for their evaluation.

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