Soft Actor-Critic Approach to Self-Adaptive Particle Swarm Optimisation

Soft Actor-Critic Approach to Self-Adaptive Particle Swarm Optimisation

Particle swarm optimisation (PSO) is a swarm intelligence algorithm that finds candidate solutions by iteratively updating the positions of particles in a swarm. The decentralised optimisation methodology of PSO is ideally suited to problems with multiple local minima and deceptive fitness landscape...

Full description

Saved in:

Bibliographic Details
Main Authors:	Daniel von Eschwege, Andries Engelbrecht
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Series:	Mathematics
Subjects:	particle swarm optimisation reinforcement learning soft actor-critic self-adaptive swarm intelligence
Online Access:	https://www.mdpi.com/2227-7390/12/22/3481
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Lithium inventory estimation of battery using incremental capacity analysis, support vector machine, particle swarm optimisation
by: Xingbo Zhang, et al.
Published: (2024-12-01)

Optimised Deep Learning for Time-Critical Load Forecasting Using LSTM and Modified Particle Swarm Optimisation
by: M. Zulfiqar, et al.
Published: (2024-11-01)

An efficient hybrid algorithm based on particle swarm optimisation and teaching‐learning‐based optimisation for parameter estimation of photovoltaic models
by: Dianlang Wang, et al.
Published: (2024-12-01)

Swarm Behaviour Optimisation Methods Based on an Original Algorithm
by: Krzysztof FALKOWSKI, et al.
Published: (2021-09-01)

An improved quantum-inspired particle swarm optimisation approach to reduce energy consumption in IoT networks
by: Yousra Mahmoudi, et al.
Published: (2025-12-01)

New chaos-particle swarm optimization algorithm
by: Xiao-bo XU, et al.
Published: (2012-01-01)

Wind energy system fault classification and detection using deep convolutional neural network and particle swarm optimization‐extreme gradient boosting
by: Chun‐Yao Lee, et al.
Published: (2024-12-01)

An MPPT method using phasor particle swarm optimization for PV‐based generation system under varying irradiance conditions
by: Injila Sajid, et al.
Published: (2024-12-01)

Active distribution network dynamic partitioning method based on the Voltage/Var sensitivity using branch cutting and binary particle swarm optimisation
by: Yuqi Ji, et al.
Published: (2024-08-01)

Emergence measurement of robot swarm intelligence based on swarm entropy
by: Pu FENG, et al.
Published: (2022-03-01)

An Improved Bare Bones Particle Swarm Optimization Algorithm Based on Sequential Update Mechanism and a Modified Structure
by: Ali Solak, et al.
Published: (2025-01-01)

Ship Power System Network Reconfiguration Based on Swarm Exchange Particle Swarm Optimization Algorithm
by: Ke Meng, et al.
Published: (2024-10-01)

Dynamic Foraging in Swarm Robotics: A Hybrid Approach with Modular Design and Deep Reinforcement Learning Intelligence
by: Ali Hammoud, et al.
Published: (2025-01-01)

Intelligent optimisation for multi-objectives flexible manufacturing cells formation
by: Muhammad Ridwan Andi Purnomo, et al.
Published: (2024-06-01)

Convergence-Driven Adaptive Many-Objective Particle Swarm Optimization
by: Yunfei Yi, et al.
Published: (2025-01-01)

Routing Enhancement in MANET Using Particle Swarm Algorithm
by: Ohood Almutairi, et al.
Published: (2024-12-01)

Perspectives on Soft Actor–Critic (SAC)-Aided Operational Control Strategies for Modern Power Systems with Growing Stochastics and Dynamics
by: Jinbo Liu, et al.
Published: (2025-01-01)

Mixture of Experts Framework Based on Soft Actor-Critic Algorithm for Highway Decision-Making of Connected and Automated Vehicles
by: Fuxing Yao, et al.
Published: (2025-01-01)

A Classifier for Automatic Categorisation of Chronic Venous Insufficiency Images
by: Talha Karadeniz, et al.
Published: (2024-12-01)

Particle Swarm Optimization-Based Content Delivery Protocol for UAV VAENTs
by: Yongje Shin, et al.
Published: (2025-01-01)

Target tracking algorithm for wireless sensor networks based on particle swarm optimization and metropolis-hasting sampling particle filter
by: Peng JIANG, et al.
Published: (2013-11-01)

Predictive Modeling of Hospital Readmission of Schizophrenic Patients in a Spanish Region Combining Particle Swarm Optimization and Machine Learning Algorithms
by: Susel Góngora Alonso, et al.
Published: (2024-12-01)

Prediction of sentiment polarity in restaurant reviews using an ordinal regression approach based on evolutionary XGBoost
by: Dana A. Al-Qudah, et al.
Published: (2025-01-01)

Adaptive Back-Propagation Neural Network and Particle Swarm Optimization-Based Approach for Optimizing the Output Power Biogas Fueled Electric Generator
by: Arief Abdurrakhman, et al.
Published: (2024-01-01)

Autonomous Decision-Making for Air Gaming Based on Position Weight-Based Particle Swarm Optimization Algorithm
by: Anqi Xu, et al.
Published: (2024-12-01)

A spherical vector-based adaptive evolutionary particle swarm optimization for UAV path planning under threat conditions
by: Yanfei Liu, et al.
Published: (2025-01-01)

UAV Swarm Rounding Strategy Based on Deep Reinforcement Learning Goal Consistency with Multi-Head Soft Attention Algorithm
by: Zhaotian Wei, et al.
Published: (2024-12-01)

A Water Balance Model Based on Budyko Framework and Its Calibration through Particle Swarm Optimization Algorithm
by: Umut Okkan, et al.
Published: (2016-03-01)

DGA malicious domain name identification based on XGBoost and particle swarm optimization algorithm
by: CHEN Zesheng, et al.
Published: (2024-11-01)

IDS alert clustering algorithm based on chaotic particle swarm optimization
by: Xiao-bo XU, et al.
Published: (2013-03-01)

Green virtual network embedding algorithm based on particle swarm optimization
by: Hua QU, et al.
Published: (2016-01-01)

Particle swarm optimization method for parameter selecting in Tikhonov regularization method for solving inverse problems
by: H.K. Al-Mahdawi, et al.
Published: (2024-12-01)

Actor-critic algorithm with incremental dual natural policy gradient
by: Peng ZHANG, et al.
Published: (2017-04-01)

Bird Species Classification Enhancement via Adaptive Inertia Weight Particle Swarm Optimization-Based Image Augmentation Selection
by: Guruh Fajar Shidik, et al.
Published: (2024-01-01)

Opposition-based particle swarm optimization with adaptive elite mutation and nonlinear inertia weight
by: Wen-yong DONG, et al.
Published: (2016-12-01)

Combination of Artificial Neural Network and Particle Swarm Intelligence Algorithm for Diagnosing Diabetes
by: Cillian Thompson, et al.
Published: (2024-03-01)

Optimized ANFIS-Genetic Algorithm-Particle Swarm Optimization Model for Estimation of Side Orifices Discharge Coefficient
by: A. H. Azimi, et al.
Published: (2018-05-01)

Multi-values discrete particle swarm optimization for cross layer resource allocation in cooperative OFDMA systems
by: Wei LI, et al.
Published: (2014-04-01)

EVALUATION OF PARTICLE SWARM ALGORITHM MODIFICATIONS ON SUPPORT VECTOR MACHINE HYPERPARAMETER OPTIMIZATION TUNING FOR RAIN PREDICTION
by: Aina Latifa Riyana Putri, et al.
Published: (2024-12-01)

A Hybrid Particle Swarm Optimization-Tuning Algorithm for the Prediction of Nanoparticle Morphology from Microscopic Images
by: Abhishek Singh, et al.
Published: (2023-02-01)