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math.OC2024
Convergence Rate Bounds for the Mirror Descent Method: IQCs, Popov Criterion and Bregman Divergence
Mengmou Li, Khaled Laib, Takeshi Hatanaka +1
This paper presents a comprehensive convergence analysis for the mirror descent (MD) method, a widely used algorithm in convex optimization. The key feature of this algorithm is th…
math.OC2024
Identifiability in Dynamic Acyclic Networks with Partial Excitations and Measurements
Xiaodong Cheng, Shengling Shi, Ioannis Lestas +1
This paper deals with dynamic networks in which the causality relations between the vertex signals are represented by linear time-invariant transfer functions (modules). Considerin…