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Convergence of Distributed Gradient-Tracking-Based Optimization Algorithms with Random Graphs

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021; 34 (4)

This paper studies distributed convex optimization over a multi-agent system, where each agent owns only a local cost function with convexity and Lips......

Inventory Games with Quantity Discount

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021; 34 (4)

Meca, et al. (2004) studied a class of inventory games which arise when a group of retailers who observe demand for a common good decide to cooperate ......

Nonlinear Model Predictive Control-Based Guidance Algorithm for Quadrotor Trajectory Tracking with Obstacle Avoidance

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021; 34 (4)

This paper studies a novel trajectory tracking guidance law for a quadrotor unmanned aerial vehicle (UAV) with obstacle avoidance based on nonlinear m......

Statistical Identification of Important Nodes in Biological Systems

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021; 34 (4)

Biological systems can be modeled and described by biological networks. Biological networks are typical complex networks with widely real-world applic......

On the Properties of Cheng Projection

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021; 34 (4)

This paper mainly investigates some properties of Cheng projection, which was proposed recently by Prof. Cheng to reduce the dimension of vector. As a......

A Novel Networked Predictive Control Method for Systems with Random Communication Constraints

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021; 34 (4)

This paper presents a novel observer-based predictive control method for networked systems where random network-induced delays, packet disorders and p......

Interpreting the Basis Path Set in Neural Networks

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, ; ()

The G-SGD algorithm significantly outperforms the conventional SGD algorithm in ReLU neural networks by adopting the basis path set. However, how the ......

A Strongly-Consistent Difference Scheme for 3D Nonlinear Navier-Stokes Equations

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, ; ()

This paper constructs a strongly-consistent explicit finite difference scheme for 3D constant viscosity incompressible Navier-Stokes equations by usin......

A Survey of the Representations of Rational Ruled Surfaces*

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, ; ()

The rational ruled surface is a typical modeling surface in computer aided geometric design. A rational ruled surface may have different representatio......

Distributed Nonsmooth Convex Optimization over Markovian Switching Random Networks with Two Step-Sizes

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, ; ()

This paper investigates the distributed convex optimization problem over a multi-agent system with Markovian switching communication networks. The obj......

Lower Bounds of Optimal Exponentials of Thickness in Geometry Rigidity Inequality for Shells

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, ; ()

The optimal exponentials of thickness in the geometry rigidity inequality of shells represent the geometry rigidity of the shells. The author obtains ......

Functional Multiple-Outcome Model in Application to Multivariate Growth Curves of Infant Data

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, ; ()

Motivated by a medical study that attempts to analyze the relationship between growth curves and other variables and to measure the association among ......

Q-Learning-Based Target Selection for Bearings-Only Autonomous Navigation

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, ; ()

This paper presents a Q-learning-based target selection algorithm for spacecraft autonomous navigation using bearing observations of known visible tar......

Estimation in Partially Observed Functional Linear Quantile Regression

期刊: JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, ; ()

Currently, working with partially observed functional data has attracted a greatly increasing attention, since there are many applications in which ea......

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