A Quantised Push‐Sum Distributed Adaptive Momentum Algorithm for Optimisation Over Directed Networks
ABSTRACT In this paper, we investigate a distributed constrained optimisation problem over directed networks. The agents in the networks conduct local computations and communications, endeavouring to collaboratively minimise the aggregation of all locally known convex cost functions subject to a global constraint set.
Qingguo Lü +6 more
wiley +1 more source
Approximating evidence via bounded harmonic means. [PDF]
Naderi D, Robert CP, Kamary K, Wraith D.
europepmc +1 more source
ABSTRACT This paper proposes a boundary control method for nonlinear distributed parameter systems (DPSs) with limited boundary measurements (BMs), as typically encountered in networked cyber‐physical processes with spatially distributed dynamics such as thermal and biomedical diffusion systems.
Yanlin Li +5 more
wiley +1 more source
Composite Biomimetic Multi-Subsoiler for Drag Reduction and Wear Resistance Simulation and Experimental Validation. [PDF]
Wang X +6 more
europepmc +1 more source
800 kV Fast Circuit Breaker: Mechanical Coupling Modelling, Buffer Design and Development
ABSTRACT The 800 kV fast circuit breaker (CB) used in ultra‐high voltage (UHV) converter transformer can reduce the total breaking time to 25 ms. It significantly improves the action speed and breaking capacity of the CB, with promising broad application prospects.
Enyuan Dong +6 more
wiley +1 more source
Deep Q-Managed: a new framework for multi-objective deep reinforcement learning. [PDF]
Menezes R +3 more
europepmc +1 more source
Machine learning based power control in cellular and cell-free massive MIMO systems. [PDF]
Ahmadi N, Akbarizadeh G.
europepmc +1 more source
Sub‐optimal Internet of Thing devices deployment using branch and bound method
The main contributions of this paper are (1) IoT network deployment problem formation as MILP problem to optimise the transmission among network nodes, and (2) New BB method with a machine learning function to reduce the computational complexity. Abstract The Internet of Thing (IoT) network deployments are widely investigated in 4G and 5G systems and ...
Haesik Kim
wiley +1 more source
Sampled-data control under time-varying delays: a robust approach for high-renewable smart grids. [PDF]
Hassan M.
europepmc +1 more source
Conditionally Exponential Convex Functions On Locally Compact Groups
The main objectives of this study are: 1) The construction of a compact base for the convex cone of all conditionally exponential convex functions. The determination of the extreme parts of this cone. يهدف هذا البحث إلى دراسة فئة جميع الدوال الأسية المحدبة المشروطة وحيث أن هذه الفئة هي مخروط محدب فإننا في هذا البحث نبحث نقطتين أساسيتين هما : 1- كيف ...
openaire +1 more source

