Theoretical Analysis on the Ability of Particle Swarm Optimization to Escape from Local Optimum
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Haoxin, Shi, Libao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Globally Coupled Particle Swarm Optimization
by: Yuan, Liguo
Published: (2025)
by: Yuan, Liguo
Published: (2025)
An Enhanced Semidefinite Relaxation Model Combined with Clique Graph Merging Strategy for Efficient AC Optimal Power Flow Solution
by: Ruan, Zhaojun, et al.
Published: (2024)
by: Ruan, Zhaojun, et al.
Published: (2024)
Underdamped Particle Swarm Optimization
by: Rodríguez, Matías Ezequiel Hernández
Published: (2025)
by: Rodríguez, Matías Ezequiel Hernández
Published: (2025)
Smallest Enclosing Sphere in 3D -- Particle Swarm Optimization Approach
by: Moriya, Netzer
Published: (2023)
by: Moriya, Netzer
Published: (2023)
Data-Driven Contextual-Aware Uncertainty Set for Robust Dispatch of Power Systems
by: Ruan, Zhaojun, et al.
Published: (2026)
by: Ruan, Zhaojun, et al.
Published: (2026)
Orthogonally Initiated Particle Swarm Optimization with Advanced Mutation for Real-Parameter Optimization
by: Bala, Indu, et al.
Published: (2024)
by: Bala, Indu, et al.
Published: (2024)
Convergence Analysis of Noisy Distributed Gradient Descent for Non-convex Optimization -- Saddle Point Escape
by: Qin, Lei, et al.
Published: (2025)
by: Qin, Lei, et al.
Published: (2025)
Optimum adaptation of a Steiner network
by: Rosenberg, Manou, et al.
Published: (2026)
by: Rosenberg, Manou, et al.
Published: (2026)
Perfect Tracking of Time-Varying Optimum by Extremum Seeking
by: Yilmaz, Cemal Tugrul, et al.
Published: (2024)
by: Yilmaz, Cemal Tugrul, et al.
Published: (2024)
An Exact System Optimum Assignment Model for Transit Demand Management
by: Zhou, Xia, et al.
Published: (2025)
by: Zhou, Xia, et al.
Published: (2025)
Scaling Robust Optimization for Swarms: A Distributed Perspective
by: Abdul, Arshiya Taj, et al.
Published: (2025)
by: Abdul, Arshiya Taj, et al.
Published: (2025)
Curvature-Adaptive Perturbation and Subspace Descent for Robust Saddle Point Escape in High-Dimensional Optimization
by: Katende, Ronald, et al.
Published: (2024)
by: Katende, Ronald, et al.
Published: (2024)
Dynamic System Optimum: A Projection-based Framework for Macroscopic Traffic Models
by: Ameli, Mostafa, et al.
Published: (2025)
by: Ameli, Mostafa, et al.
Published: (2025)
Social Optimum of a Linear Quadratic Collective Choice Model under Congestion
by: Toumi, Noureddine, et al.
Published: (2024)
by: Toumi, Noureddine, et al.
Published: (2024)
Reevaluating Theoretical Analysis Methods for Optimization in Deep Learning
by: Tran, Hoang, et al.
Published: (2024)
by: Tran, Hoang, et al.
Published: (2024)
Achieving Social Optimum and Budget Balance via a Joint Electricity-Carbon Pricing Mechanism
by: Chen, Yue, et al.
Published: (2023)
by: Chen, Yue, et al.
Published: (2023)
A Control Theoretical Approach to Online Constrained Optimization
by: Casti, Umberto, et al.
Published: (2023)
by: Casti, Umberto, et al.
Published: (2023)
Escaping saddle points without Lipschitz smoothness: the power of nonlinear preconditioning
by: Bodard, Alexander, et al.
Published: (2025)
by: Bodard, Alexander, et al.
Published: (2025)
Optimum Beamforming and Grating Lobe Mitigation for Intelligent Reflecting Surfaces
by: Narayanan, Sai Sanjay, et al.
Published: (2024)
by: Narayanan, Sai Sanjay, et al.
Published: (2024)
Modified Line Search Sequential Quadratic Methods for Equality-Constrained Optimization with Unified Global and Local Convergence Guarantees
by: Berahas, Albert S., et al.
Published: (2024)
by: Berahas, Albert S., et al.
Published: (2024)
Drone Swarm Energy Management
by: Zgurovsky, Michael Z., et al.
Published: (2025)
by: Zgurovsky, Michael Z., et al.
Published: (2025)
Controlled Swarm Gradient Dynamics
by: Aubert, Louison
Published: (2026)
by: Aubert, Louison
Published: (2026)
Accelerating Decentralized Optimization via Overlapping Local Steps
by: Zhou, Yijie, et al.
Published: (2026)
by: Zhou, Yijie, et al.
Published: (2026)
Towards Robust Learning to Optimize with Theoretical Guarantees
by: Song, Qingyu, et al.
Published: (2025)
by: Song, Qingyu, et al.
Published: (2025)
Efficiently Escaping Saddle Points for Policy Optimization
by: Khorasani, Sadegh, et al.
Published: (2023)
by: Khorasani, Sadegh, et al.
Published: (2023)
A Unified Control-Theoretic Framework for Saddle-Point Dynamics in Constrained Optimization
by: Centorrino, Veronica, et al.
Published: (2026)
by: Centorrino, Veronica, et al.
Published: (2026)
Guaranteeing Both Consensus and Optimality in Decentralized Nonconvex Optimization with Multiple Local Updates
by: Liu, Jie, et al.
Published: (2025)
by: Liu, Jie, et al.
Published: (2025)
Particle Filter Optimization: A Bayesian Approach for Global Stochastic Optimization
by: Eslami, Mostafa, et al.
Published: (2024)
by: Eslami, Mostafa, et al.
Published: (2024)
Quadratic Surrogate Attractor for Particle Swarm Optimization
by: Clemente, Maurizio, et al.
Published: (2026)
by: Clemente, Maurizio, et al.
Published: (2026)
Controlling the Swarm: Sparse Actuation and Collision Avoidance under Stochastic Delay
by: Yu, Jiguang
Published: (2026)
by: Yu, Jiguang
Published: (2026)
Modeling Large-Scale Adversarial Swarm Engagements using Optimal Control
by: Walton, Claire, et al.
Published: (2026)
by: Walton, Claire, et al.
Published: (2026)
Local Optimization of MAPF solutions on Directed Graphs
by: Ardizzoni, S., et al.
Published: (2023)
by: Ardizzoni, S., et al.
Published: (2023)
Linear Convergence Analysis of Single-loop Algorithm for Bilevel Optimization via Small-gain Theorem
by: Li, Jianhui, et al.
Published: (2024)
by: Li, Jianhui, et al.
Published: (2024)
On the Convergence of a Noisy Gradient Method for Non-convex Distributed Resource Allocation: Saddle Point Escape
by: Qin, Lei, et al.
Published: (2025)
by: Qin, Lei, et al.
Published: (2025)
Spectral Graph Theoretic Methods for Enhancing Network Robustness in Robot Localization
by: Somisetty, Neelkamal, et al.
Published: (2024)
by: Somisetty, Neelkamal, et al.
Published: (2024)
Halfway Escape Optimization: A Quantum-Inspired Solution for General Optimization Problems
by: Li, Jiawen, et al.
Published: (2024)
by: Li, Jiawen, et al.
Published: (2024)
Composite Optimization using Local Models and Global Approximations
by: de Oliveira, Welington, et al.
Published: (2026)
by: de Oliveira, Welington, et al.
Published: (2026)
An Optimization Approach to Improve Equitable Access to Local Parks
by: Young, Anisa, et al.
Published: (2022)
by: Young, Anisa, et al.
Published: (2022)
Near-Optimal Convex Simple Bilevel Optimization with a Bisection Method
by: Wang, Jiulin, et al.
Published: (2024)
by: Wang, Jiulin, et al.
Published: (2024)
Optimal Gradient Tracking for Decentralized Optimization
by: Song, Zhuoqing, et al.
Published: (2021)
by: Song, Zhuoqing, et al.
Published: (2021)
Similar Items
-
Globally Coupled Particle Swarm Optimization
by: Yuan, Liguo
Published: (2025) -
An Enhanced Semidefinite Relaxation Model Combined with Clique Graph Merging Strategy for Efficient AC Optimal Power Flow Solution
by: Ruan, Zhaojun, et al.
Published: (2024) -
Underdamped Particle Swarm Optimization
by: Rodríguez, Matías Ezequiel Hernández
Published: (2025) -
Smallest Enclosing Sphere in 3D -- Particle Swarm Optimization Approach
by: Moriya, Netzer
Published: (2023) -
Data-Driven Contextual-Aware Uncertainty Set for Robust Dispatch of Power Systems
by: Ruan, Zhaojun, et al.
Published: (2026)