Abstract: To solve the multipath planning with capacity-constrained problems (MPCCP), this paper proposes a solution based on the network flow model, utilizing the network flow-ripple spreading ...
How platforms rank content has become a central issue in the digital information ecosystem. Algorithms determine what millions of users see each day, shaping which voices gain visibility and how ...
Leveraging ML models to directly learn network flow configurations from empirical data can deliver robustly high performance, surpassing that of demand-prediction methods. To gain a deeper theoretical ...
Abstract: Multistate flow network (MFN) reliability problem has attracted considerable interest in the past decades. MFN reliability subject to flow loss, defined as the probability that the demand at ...
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