Self-Regulated Particle Swarm Multi-Task Optimization

Population based search techniques have been developed and applied to wide applications for their good performance, such as the optimization of the unmanned aerial vehicle (UAV) path planning problems. However, the search for optimal solutions for an optimization problem is usually expensive. For ex...

Full description

Bibliographic Details
Published in:	Sensors
Main Authors:	Xiaolong Zheng, Deyun Zhou, Na Li, Tao Wu, Yu Lei, Jiao Shi
Format:	Article
Language:	English
Published:	MDPI AG 2021-11-01
Subjects:	evolutionary multitasking evolutionary multi-task optimization multi-task optimization knowledge transfer particle swarm optimization
Online Access:	https://www.mdpi.com/1424-8220/21/22/7499

Similar Items

Multitask Level-Based Learning Swarm Optimizer
by: Jiangtao Chen, et al.
Published: (2024-11-01)

Multi-Task Optimization and Multi-Task Evolutionary Computation in the Past Five Years: A Brief Review
by: Qingzheng Xu, et al.
Published: (2021-04-01)

A Knowledge Sharing and Individually Guided Evolutionary Algorithm for Multi-Task Optimization Problems
by: Xiaoling Wang, et al.
Published: (2023-01-01)

Multi-objective multi-criteria evolutionary algorithm for multi-objective multi-task optimization
by: Ke-Jing Du, et al.
Published: (2022-02-01)

Multi-Objective Multi-Tasking Optimization Algorithm Based on Adjustment of Covariance Matrix
by: QIU Honghui, LIU Hailin, CHEN Lei
Published: (2022-08-01)

Multi-UAV Task Assignment Based on Hybrid Particle Swarms Algorithm with Game Theory
by: WANG Rongjie, ZHANG Liang
Published: (2025-07-01)

Multi-surrogate Multi-task Optimization Approach Based on Two-layer Knowledge Transfer
by: MA Hui, FENG Xiang, YU Huiqun
Published: (2023-10-01)

A multitask optimization algorithm based on elite individual transfer
by: Yutao Lai, et al.
Published: (2023-02-01)

Decomposition Multi-Objective Multi-Task Evolutionary Algorithm with Adaptive Transfer
by: Qianqian CAI, Xuhua SHI
Published: (2023-07-01)

Edge Computing Service Deployment and Task Offloading Based on Evolutionary Multitasking
by: Xingjuan CAI, Yanheng GUO, Tianhao ZHAO, Wensheng ZHANG
Published: (2023-07-01)

A Fireworks Algorithm Based on Transfer Spark for Evolutionary Multitasking
by: Zhiwei Xu, et al.
Published: (2020-01-01)

Survey of Evolutionary Transfer Optimization Algorithms
by: WU Zhou, YANG Hanshi, WU Junjun, ZHANG Haijun, SONG Qing
Published: (2023-01-01)

Multidimensional Resource Task Scheduling Based on Particle Swarm Optimization in Edge Computing
by: Zhonglu Zou, et al.
Published: (2025-01-01)

Adaptive Bi-Operator Evolution for Multitasking Optimization Problems
by: Changlong Wang, et al.
Published: (2024-10-01)

Overview of multiobjective particle swarm optimization algorithm
by: Qian FENG, et al.
Published: (2021-06-01)

Rigorous Analysis of Multi-Factorial Evolutionary Algorithm as Multi-Population Evolution Model
by: Na Wang, et al.
Published: (2019-10-01)

OPTIMIZED PARTICLE SWARM OPTIMIZATION BASED DEADLINE CONSTRAINED TASK SCHEDULING IN HYBRID CLOUD
by: Dhananjay Kumar, et al.
Published: (2016-01-01)

Research on task allocation of UAV cluster based on particle swarm quantization algorithm
by: Rongmei Geng, et al.
Published: (2023-01-01)

A Multi-Objective Optimization Approach Based on an Enhanced Particle Swarm Optimization Algorithm With Evolutionary Game Theory
by: Kaiyang Yin, et al.
Published: (2023-01-01)

An Airborne Multi-Sensor Task Allocation Method Based on Improved Particle Swarm Optimization Algorithm
Published: (2018-08-01)

Multi-objective particle swarm optimization algorithm for task allocation and archived guided mutation strategies
by: Jianjie Chen, et al.
Published: (2025-05-01)

Evolutionary Multitask Optimization Based on Search Behavior Learning
by: Dan-Ting Duan, et al.
Published: (2025-01-01)

Multi-Cluster Jumping Particle Swarm Optimization for Fast Convergence
by: Atiq Ur Rehman, et al.
Published: (2020-01-01)

Micro Evolutionary Particle Swarm Optimization (MEPSO): A new modified metaheuristic
by: Braulio J. Solano-Rojas, et al.
Published: (2023-12-01)

Multi-objective multi-workflow task offloading based on evolutionary optimization
by: Teliekebieke Misha, et al.
Published: (2025-08-01)

A Brain Storm and Chaotic Accelerated Particle Swarm Optimization Hybridization
by: Alkmini Michaloglou, et al.
Published: (2023-04-01)

Lifetime Enhancement of Embedded Systems During Task Scheduling Through a Multi-Objective Particle Swarm Optimization Approach
by: Athena Abdi, et al.
Published: (2021-08-01)

Multiple Objective Robot Coalition Formation
by: Agarwal Manoj, et al.
Published: (2011-12-01)

A Collaborative Swarm-Differential Evolution Algorithm for Multi-Objective Multi-Robot Task Assignment
by: Zhaohui Zhang, et al.
Published: (2025-09-01)

Quantum Particle Swarm With Teamwork Evolutionary Strategy for Multi-Objective Optimization on Electro-Optical Platform
by: Guoqiang Liu, et al.
Published: (2019-01-01)

Auxiliary Population Multitask Optimization Based on Chinese Semantic Understanding
by: Ji-Heng Yuan, et al.
Published: (2025-09-01)

Evolutionary salp swarm algorithm with multi-search strategies and advanced memory mechanism for solving global optimization and complex engineering problems
by: Hoda Zamani
Published: (2025-09-01)

Competitive Particle Swarm Optimization for Multi-Category Text Feature Selection
by: Jaesung Lee, et al.
Published: (2019-06-01)

Improvement of particle swarm algorithm based on ultra-dense networking under 5G architecture
by: Peng Sheng, et al.
Published: (2023-01-01)

Multi-task evolutionary optimization of multi-echelon location routing problems via a hierarchical fuzzy graph
by: Xueming Yan, et al.
Published: (2023-06-01)

Design of Gas Cyclone Using Hybrid Particle Swarm Optimization Algorithm
by: Xueli Shen, et al.
Published: (2021-10-01)

A Dynamic Tasking-Based Evolutionary Algorithm for Bi-Objective Feature Selection
by: Hang Xu
Published: (2024-05-01)

Task Scheduling Strategy for Energy Consumption Optimization of Cloud Data Center Based on Improved Particle Swarm Algorithm
by: LIU Chenwei, SUN Jian, LEI Bingbing, XU Tao, WU Zhuiwei
Published: (2023-07-01)

Reliability-aware swarm based multi-objective optimization for controller placement in distributed SDN architecture
by: Abeer A.Z. Ibrahim, et al.
Published: (2024-10-01)

Hybrid Task Allocation of an AGV System for Task Groups of an Assembly Line
by: Ya Hu, et al.
Published: (2022-10-01)