Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Distributed Loads: Problem Solving01:21

Distributed Loads: Problem Solving

623
Beams are structural elements commonly employed in engineering applications requiring different load-carrying capacities. The first step in analyzing a beam under a distributed load is to simplify the problem by dividing the load into smaller regions, which allows one to consider each region separately and calculate the magnitude of the equivalent resultant load acting on each portion of the beam. The magnitude of the equivalent resultant load for each region can be determined by calculating...
623
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

40
Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
40
Multi-input and Multi-variable systems01:22

Multi-input and Multi-variable systems

96
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence...
96
Statically Indeterminate Problem Solving01:16

Statically Indeterminate Problem Solving

364
Statically indeterminate problems are those where statics alone can not determine the internal forces or reactions. Consider a structure comprising two cylindrical rods made of steel and brass. These rods are joined at point B and restrained by rigid supports at points A and C. Now, the reactions at points A and C and the deflection at point B are to be determined. This rod structure is classified as statically indeterminate as the structure has more supports than are necessary for maintaining...
364
Collisions in Multiple Dimensions: Problem Solving01:06

Collisions in Multiple Dimensions: Problem Solving

3.7K
In multiple dimensions, the conservation of momentum applies in each direction independently. Hence, to solve collisions in multiple dimensions, we should write down the momentum conservation in each direction separately. To help understand collisions in multiple dimensions, consider an example.
A small car of mass 1,200 kg traveling east at 60 km/h collides at an intersection with a truck of mass 3,000 kg traveling due north at 40 km/h. The two vehicles are locked together. What is the...
3.7K
Distributed Loads01:19

Distributed Loads

510
Distributed loads are a common type of load that engineers and scientists encounter in various practical situations. Distributed loads often refer to a type of load spread over a surface or a structure and can be modeled as continuous force per unit area.
For example, consider a bookshelf filled with books stacked vertically adjacent to each other. The weight of the books is evenly distributed over the length of the shelf. As a result, the pressure at different locations on the surface of the...
510

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Attack-resilient adaptive distributed neurodynamic approach for solving noncooperative games.

Neural networks : the official journal of the International Neural Network Society·2026
Same author

Anti-Disturbance Proximal Neural Networks for Composite Resource Allocation.

IEEE transactions on neural networks and learning systems·2026
Same author

A two-level neurodynamic approach for heterogeneous networked game under event-triggered quantized mechanism.

Neural networks : the official journal of the International Neural Network Society·2026
Same author

Resource allocation over nonlinear uncertain multi-agent systems: An efficient communication perspective.

ISA transactions·2026
Same author

Predefined-time event-triggered generalized Nash equilibrium seeking for aggregative games and its application to smart charging system.

ISA transactions·2025
Same author

Disturbed Euler-Lagrange-based neurodynamic approach for nonsmooth noncooperative game with communication delay.

Neural networks : the official journal of the International Neural Network Society·2025
Same journal

A robust ATUB-Net for bearing fault diagnosis under unbalanced sample scenarios.

ISA transactions·2026
Same journal

Data-driven trajectory tracking control of UAV systems under a novel probability-selection event-triggered mechanism.

ISA transactions·2026
Same journal

Predefined-time affine formation tracking control of unmanned surface vehicles with input saturation via adaptive fuzzy observers.

ISA transactions·2026
Same journal

Adaptive fault-tolerant safety-guaranteed fuzzy event-triggered rendezvous control for heterogeneous USV-UUV systems.

ISA transactions·2026
Same journal

Two-stage maximum likelihood weighted recursive least squares algorithm for nonlinear systems and an application in wind tunnel systems.

ISA transactions·2026
Same journal

Enhancing interpretable soft sensing with embedded hybrid modeling: the GraphTrans approach for industrial processes.

ISA transactions·2026
See all related articles

Related Experiment Video

Updated: Jun 5, 2025

The HoneyComb Paradigm for Research on Collective Human Behavior
06:48

The HoneyComb Paradigm for Research on Collective Human Behavior

Published on: January 19, 2019

9.3K

Variable-coupled distributed resource allocations for multi-agent system with limited admissible interaction.

Linhua Luan1, Sitian Qin1

  • 1Department of Mathematics, Harbin Institute of Technology, Weihai, 264209, China.

ISA Transactions
|December 12, 2024
PubMed
Summary
This summary is machine-generated.

This study introduces a novel distributed optimization algorithm for variable-coupled distributed resource allocations (VCDRAs). The algorithm enhances robustness against disturbances and improves efficiency in multi-agent systems.

Keywords:
Admissible interaction rangeDistributed optimization algorithmExternal disturbancesMulti-agent systemVariable-coupled distributed resource allocation

More Related Videos

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
05:30

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit

Published on: September 8, 2023

486
The Collective Trust Game: An Online Group Adaptation of the Trust Game Based on the HoneyComb Paradigm
06:18

The Collective Trust Game: An Online Group Adaptation of the Trust Game Based on the HoneyComb Paradigm

Published on: October 20, 2022

2.0K

Related Experiment Videos

Last Updated: Jun 5, 2025

The HoneyComb Paradigm for Research on Collective Human Behavior
06:48

The HoneyComb Paradigm for Research on Collective Human Behavior

Published on: January 19, 2019

9.3K
Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
05:30

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit

Published on: September 8, 2023

486
The Collective Trust Game: An Online Group Adaptation of the Trust Game Based on the HoneyComb Paradigm
06:18

The Collective Trust Game: An Online Group Adaptation of the Trust Game Based on the HoneyComb Paradigm

Published on: October 20, 2022

2.0K

Area of Science:

  • Control Theory
  • Optimization Algorithms
  • Distributed Systems

Background:

  • Variable-coupled distributed resource allocations (VCDRAs) are crucial in interconnected systems.
  • Existing algorithms face challenges with admissible interaction ranges and external disturbances.
  • Need for efficient and robust distributed optimization methods.

Purpose of the Study:

  • To propose a novel distributed optimization algorithm for VCDRA.
  • To address scenarios with admissible interaction ranges and external disturbances.
  • To enhance robustness and reduce computational demands.

Main Methods:

  • Development of a novel distributed optimization algorithm based on consensus technology.
  • Incorporation of mechanisms to handle admissible interaction ranges.
  • Design for improved robustness against external disturbances without relying on their upper bounds.

Main Results:

  • The algorithm achieves optimal solutions for VCDRA at an exponential rate.
  • Demonstrated superior robustness compared to existing methods, effective even with unbounded disturbances.
  • Reduced computational demands and unified communication schemes in multi-agent systems.

Conclusions:

  • The proposed algorithm offers an effective solution for VCDRA in complex systems.
  • Proven convergence and robustness in practical applications like smart grids and wireless communications.
  • Outperforms existing algorithms in terms of efficiency and disturbance handling.