Theoretical Analysis on the Ability of Particle Swarm Optimization to Escape from Local Optimum
Fuente:
arXiv
Guardado en:
| Autores principales: | Wang, Haoxin, Shi, Libao |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Globally Coupled Particle Swarm Optimization
por: Yuan, Liguo
Publicado: (2025)
por: Yuan, Liguo
Publicado: (2025)
An Enhanced Semidefinite Relaxation Model Combined with Clique Graph Merging Strategy for Efficient AC Optimal Power Flow Solution
por: Ruan, Zhaojun, et al.
Publicado: (2024)
por: Ruan, Zhaojun, et al.
Publicado: (2024)
Underdamped Particle Swarm Optimization
por: Rodríguez, Matías Ezequiel Hernández
Publicado: (2025)
por: Rodríguez, Matías Ezequiel Hernández
Publicado: (2025)
Smallest Enclosing Sphere in 3D -- Particle Swarm Optimization Approach
por: Moriya, Netzer
Publicado: (2023)
por: Moriya, Netzer
Publicado: (2023)
Data-Driven Contextual-Aware Uncertainty Set for Robust Dispatch of Power Systems
por: Ruan, Zhaojun, et al.
Publicado: (2026)
por: Ruan, Zhaojun, et al.
Publicado: (2026)
Orthogonally Initiated Particle Swarm Optimization with Advanced Mutation for Real-Parameter Optimization
por: Bala, Indu, et al.
Publicado: (2024)
por: Bala, Indu, et al.
Publicado: (2024)
Convergence Analysis of Noisy Distributed Gradient Descent for Non-convex Optimization -- Saddle Point Escape
por: Qin, Lei, et al.
Publicado: (2025)
por: Qin, Lei, et al.
Publicado: (2025)
Optimum adaptation of a Steiner network
por: Rosenberg, Manou, et al.
Publicado: (2026)
por: Rosenberg, Manou, et al.
Publicado: (2026)
Perfect Tracking of Time-Varying Optimum by Extremum Seeking
por: Yilmaz, Cemal Tugrul, et al.
Publicado: (2024)
por: Yilmaz, Cemal Tugrul, et al.
Publicado: (2024)
An Exact System Optimum Assignment Model for Transit Demand Management
por: Zhou, Xia, et al.
Publicado: (2025)
por: Zhou, Xia, et al.
Publicado: (2025)
Scaling Robust Optimization for Swarms: A Distributed Perspective
por: Abdul, Arshiya Taj, et al.
Publicado: (2025)
por: Abdul, Arshiya Taj, et al.
Publicado: (2025)
Curvature-Adaptive Perturbation and Subspace Descent for Robust Saddle Point Escape in High-Dimensional Optimization
por: Katende, Ronald, et al.
Publicado: (2024)
por: Katende, Ronald, et al.
Publicado: (2024)
Dynamic System Optimum: A Projection-based Framework for Macroscopic Traffic Models
por: Ameli, Mostafa, et al.
Publicado: (2025)
por: Ameli, Mostafa, et al.
Publicado: (2025)
Social Optimum of a Linear Quadratic Collective Choice Model under Congestion
por: Toumi, Noureddine, et al.
Publicado: (2024)
por: Toumi, Noureddine, et al.
Publicado: (2024)
Reevaluating Theoretical Analysis Methods for Optimization in Deep Learning
por: Tran, Hoang, et al.
Publicado: (2024)
por: Tran, Hoang, et al.
Publicado: (2024)
Achieving Social Optimum and Budget Balance via a Joint Electricity-Carbon Pricing Mechanism
por: Chen, Yue, et al.
Publicado: (2023)
por: Chen, Yue, et al.
Publicado: (2023)
A Control Theoretical Approach to Online Constrained Optimization
por: Casti, Umberto, et al.
Publicado: (2023)
por: Casti, Umberto, et al.
Publicado: (2023)
Escaping saddle points without Lipschitz smoothness: the power of nonlinear preconditioning
por: Bodard, Alexander, et al.
Publicado: (2025)
por: Bodard, Alexander, et al.
Publicado: (2025)
Optimum Beamforming and Grating Lobe Mitigation for Intelligent Reflecting Surfaces
por: Narayanan, Sai Sanjay, et al.
Publicado: (2024)
por: Narayanan, Sai Sanjay, et al.
Publicado: (2024)
Modified Line Search Sequential Quadratic Methods for Equality-Constrained Optimization with Unified Global and Local Convergence Guarantees
por: Berahas, Albert S., et al.
Publicado: (2024)
por: Berahas, Albert S., et al.
Publicado: (2024)
Drone Swarm Energy Management
por: Zgurovsky, Michael Z., et al.
Publicado: (2025)
por: Zgurovsky, Michael Z., et al.
Publicado: (2025)
Controlled Swarm Gradient Dynamics
por: Aubert, Louison
Publicado: (2026)
por: Aubert, Louison
Publicado: (2026)
Accelerating Decentralized Optimization via Overlapping Local Steps
por: Zhou, Yijie, et al.
Publicado: (2026)
por: Zhou, Yijie, et al.
Publicado: (2026)
Towards Robust Learning to Optimize with Theoretical Guarantees
por: Song, Qingyu, et al.
Publicado: (2025)
por: Song, Qingyu, et al.
Publicado: (2025)
Efficiently Escaping Saddle Points for Policy Optimization
por: Khorasani, Sadegh, et al.
Publicado: (2023)
por: Khorasani, Sadegh, et al.
Publicado: (2023)
A Unified Control-Theoretic Framework for Saddle-Point Dynamics in Constrained Optimization
por: Centorrino, Veronica, et al.
Publicado: (2026)
por: Centorrino, Veronica, et al.
Publicado: (2026)
Guaranteeing Both Consensus and Optimality in Decentralized Nonconvex Optimization with Multiple Local Updates
por: Liu, Jie, et al.
Publicado: (2025)
por: Liu, Jie, et al.
Publicado: (2025)
Particle Filter Optimization: A Bayesian Approach for Global Stochastic Optimization
por: Eslami, Mostafa, et al.
Publicado: (2024)
por: Eslami, Mostafa, et al.
Publicado: (2024)
Quadratic Surrogate Attractor for Particle Swarm Optimization
por: Clemente, Maurizio, et al.
Publicado: (2026)
por: Clemente, Maurizio, et al.
Publicado: (2026)
Controlling the Swarm: Sparse Actuation and Collision Avoidance under Stochastic Delay
por: Yu, Jiguang
Publicado: (2026)
por: Yu, Jiguang
Publicado: (2026)
Modeling Large-Scale Adversarial Swarm Engagements using Optimal Control
por: Walton, Claire, et al.
Publicado: (2026)
por: Walton, Claire, et al.
Publicado: (2026)
Local Optimization of MAPF solutions on Directed Graphs
por: Ardizzoni, S., et al.
Publicado: (2023)
por: Ardizzoni, S., et al.
Publicado: (2023)
Linear Convergence Analysis of Single-loop Algorithm for Bilevel Optimization via Small-gain Theorem
por: Li, Jianhui, et al.
Publicado: (2024)
por: Li, Jianhui, et al.
Publicado: (2024)
On the Convergence of a Noisy Gradient Method for Non-convex Distributed Resource Allocation: Saddle Point Escape
por: Qin, Lei, et al.
Publicado: (2025)
por: Qin, Lei, et al.
Publicado: (2025)
Spectral Graph Theoretic Methods for Enhancing Network Robustness in Robot Localization
por: Somisetty, Neelkamal, et al.
Publicado: (2024)
por: Somisetty, Neelkamal, et al.
Publicado: (2024)
Halfway Escape Optimization: A Quantum-Inspired Solution for General Optimization Problems
por: Li, Jiawen, et al.
Publicado: (2024)
por: Li, Jiawen, et al.
Publicado: (2024)
Composite Optimization using Local Models and Global Approximations
por: de Oliveira, Welington, et al.
Publicado: (2026)
por: de Oliveira, Welington, et al.
Publicado: (2026)
An Optimization Approach to Improve Equitable Access to Local Parks
por: Young, Anisa, et al.
Publicado: (2022)
por: Young, Anisa, et al.
Publicado: (2022)
Optimal Gradient Tracking for Decentralized Optimization
por: Song, Zhuoqing, et al.
Publicado: (2021)
por: Song, Zhuoqing, et al.
Publicado: (2021)
Near-Optimal Convex Simple Bilevel Optimization with a Bisection Method
por: Wang, Jiulin, et al.
Publicado: (2024)
por: Wang, Jiulin, et al.
Publicado: (2024)
Ejemplares similares
-
Globally Coupled Particle Swarm Optimization
por: Yuan, Liguo
Publicado: (2025) -
An Enhanced Semidefinite Relaxation Model Combined with Clique Graph Merging Strategy for Efficient AC Optimal Power Flow Solution
por: Ruan, Zhaojun, et al.
Publicado: (2024) -
Underdamped Particle Swarm Optimization
por: Rodríguez, Matías Ezequiel Hernández
Publicado: (2025) -
Smallest Enclosing Sphere in 3D -- Particle Swarm Optimization Approach
por: Moriya, Netzer
Publicado: (2023) -
Data-Driven Contextual-Aware Uncertainty Set for Robust Dispatch of Power Systems
por: Ruan, Zhaojun, et al.
Publicado: (2026)