… approach on a typical optimization problem in wireless networks, which is demand constrained
energy minimization problem in generic multi-dimensional networks. Results from our pre…

… of modeling languages and network optimization techniques that are … wireless domain. To
cover the broad range of important topics in the design and optimization of wireless networks, …

… optimization problem relating to wireless sensor network … formulating the optimization problems
in wireless sensor networks. … relating to multi-objective optimization, this will open up new …

… of wireless network optimization. In this paper, we develop the learning based approach on
a typical optimization problem in wireless networks… multi-dimensional networks. Results from …

… Srikant, and AL Stolyar, “Optimal resource allocation for multicast flows in multihop wireless
networks,” in Proceedings of the IEEE Conference on Decision and Control, December 2007…

… If we can conduct the optimization operations automatically, network optimization will be
easier to conduct in realworld applications. However, how to reduce human intervention in …

… single-hop networks), and the joint congestion-control and scheduling problem in … wireless
networks. We will see that convex programming is an important tool for this optimization …

… , other issues such as uncertainty of wireless channels and UEs with heterogeneous power
… a Federated Learning over wireless network as an optimization problem FEDL that captures …

… First, the problem parameters and optimization variables in wireless network optimization
problems are mostly nonnegative. Second, it captures succinctly the unique feature of …

… wireless network optimization. … wireless network utility optimization is not straightforward.
First, since the heavy-ball method was originally designed for unconstrained static optimization, …