Distributed Online Constrained Optimization With Feedback Delays

• Published in: IEEE transaction on neural networks and learning systems Vol. 35; no. 2; pp. 1708 - 1720
• Main Authors: Wang, Cong, Xu, Shengyuan
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.02.2024; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithms; Constrained optimization; Constraints; Convex analysis; Convex functions; Convexity; Cost function; Delays; distributed online convex optimization; Feedback; feedback delays; Heuristic algorithms; Internet; Iterative methods; Multi-agent systems; Multiagent systems; Optimization; Subpoenas; Sums; time-varying directed network topology; Timing; Topology

We investigate multiagent distributed online constrained convex optimization problems with feedback delays, where agents make sequential decisions before being aware of the cost and constraint functions. The main purpose of the distributed online constrained convex optimization problem is to coopera...