Research on Multi-objective Optimization Model of Power Storage Materials Based on NSGA-II Algorithm

Research on Multi-objective Optimization Model of Power Storage Materials Based on NSGA-II Algorithm

Abstract Aiming at the problems of slow convergence speed and low precision probability of multi-objective optimization of energy storage materials, a multi-objective optimization model of energy storage materials based on NSGA-II algorithm was proposed. The association rule set of storage materials...

Full description

Bibliographic Details
Main Authors:	Zixi Hu, Shuang Liu, Fan Yang, Xiaodong Geng, Xiaodi Huo, Jia Liu
Format:	Article
Language:	English
Published:	Springer 2024-04-01
Series:	International Journal of Computational Intelligence Systems
Subjects:	NSGA-II algorithm Electric power storage materials Multi-objective optimization Rough vector Joint supply chain Operational performance management
Online Access:	https://doi.org/10.1007/s44196-024-00454-3

Similar Items

Many-Objective RadarCom Signal Design via NSGA-II Genetic Algorithm Implementation and Simulation Analysis
by: Richard Washington, et al.
Published: (2022-08-01)

Stable Configurations of DOXH Interacting with Graphene: Heuristic Algorithm Approach Using NSGA-II and U-NSGA-III
by: Kanes Sumetpipat, et al.
Published: (2022-11-01)

Multi-objective automatic optimization of crystallography beamline based on NSGA-II
by: ZHANG Ding, et al.
Published: (2021-12-01)

Multi-objective Optimization Design of Micro-cultivator Gearbox based on NSGA-Ⅱ Algorithm
by: Zeng Chen, et al.
Published: (2016-01-01)

Non-deterministic supply chain planning for consumable operating room items considering surgeon satisfaction: MOHS, NSGA-II, and ARAS methods
by: Sahar Karimyan, et al.
Published: (2023-03-01)

Polar vessel hullform design based on the multi-objective optimization NSGA II
by: DUAN Fei, et al.
Published: (2017-12-01)

Auto-tuning PVT data using multi-objective optimization: Application of NSGA-II algorithm
by: Abdolhadi Zarifi, et al.
Published: (2024-03-01)

ADVANCE HYDRAULIC SUPPORT MULTI-OBJECTIVE OPTIMIZATION DESIGN BASED ON NSGA-Ⅱ ALGORITHM
by: NIU YanQi, et al.
Published: (2015-01-01)

Surface characteristics optimization of biocompatible Ti6Al4V with RCCD and NSGA II using die sinking EDM
by: Mithilesh K. Dikshit, et al.
Published: (2023-05-01)

Multi-objective reconfiguration of the distribution systems by using NSGA-II and local improvement
by: Gustavo Crespo-Sánchez, et al.
Published: (2023-12-01)

Datasets describing optimization of the cutting regime in the turning of AISI 316L steel for biomedical purposes based on the NSGA-II and NSGA-III multi-criteria algorithms
by: Hiovanis Castillo Pantoja, et al.
Published: (2023-10-01)

Multi-objective Optimization of Volute Springs using an Improved NSGA II
by: navid moshtaghi yazdani
Published: (2020-12-01)

Is NSGA-II Ready for Large-Scale Multi-Objective Optimization?
by: Antonio J. Nebro, et al.
Published: (2022-11-01)

Multi-Objective Optimal Design of SPMSM for Electric Compressor Using Analytical Method and NSGA-II Algorithm
by: Seong-Tae Jo, et al.
Published: (2022-10-01)

Calibration of WetSpa model using NSGA-II and PSO multi-objective optimization algorithms
by: Hosein Ghalkhani, et al.
Published: (2019-02-01)

Test and Validation of the Surrogate-Based, Multi-Objective GOMORS Algorithm against the NSGA-II Algorithm in Structural Shape Optimization
by: Yannis Werner, et al.
Published: (2022-01-01)

Multi-Objective Optimization of Plate-Fin Heat Exchangers via Non-Dominated Sequencing Genetic Algorithm (NSGA-II)
by: Shengchen Li, et al.
Published: (2022-11-01)

Optimization of designing multiple genes encoding the same protein based on NSGA-II for efficient execution on GPUs
by: Donghyeon Kim, et al.
Published: (2023-07-01)

An Integrated Flow Shop Scheduling Problem of Preventive Maintenance and Degradation With an Improved NSGA-II Algorithm
by: Yang Liu, et al.
Published: (2023-01-01)

Multi-Objective Optimization of Two-Stage Helical Pairs in Helical Hydraulic Rotary Actuator Using Ensemble of Metamodels and NSGA-II
by: Song Liu, et al.
Published: (2023-10-01)

Optimization of wake propeller based on Gaussian approximation and NSGA-II
by: Xu LIU, et al.
Published: (2023-08-01)

Numerical Simulation and Multi-Objective Optimization of Partition Cooling in Hot Stamping of the Automotive B-Pillar Based on RSM and NSGA-II
by: Maomao Cui, et al.
Published: (2020-09-01)

Multi-objective optimization design of gas turbine exhaust ejection device based on NSGA-II algorithm
by: Jihong HE, et al.
Published: (2022-12-01)

Optimal Design of MR Dampers Using NSGA-II Algorithm
by: Mehdi Babaei, et al.
Published: (2023-01-01)

Design and Optimization of Hemispherical Resonators Based on PSO-BP and NSGA-II
by: Jinghao Liu, et al.
Published: (2023-05-01)

Research on Multi-Objective Optimization Model of Foundation Pit Dewatering Based on NSGA-II Algorithm
by: Zhiheng Ma, et al.
Published: (2023-09-01)

Research on thermal energy management for PHEV based on NSGA-II optimization algorithm
by: Futang Zhu, et al.
Published: (2024-02-01)

Multi objective Model of airport gate scheduling problem using NSGA-II algorithm and epsilon constraint
by: sanaz khatibi, et al.
Published: (2017-12-01)

NSGA-II Genetic Algorithm Combined with Response Surface Methodology to Optimize the Extraction Process of Active Ingredients of Inonotus obliquus
by: Haocheng YUN, et al.
Published: (2022-09-01)

Multi-objective Optimization of Land Use Allocation Using NSGA-II Algorithm (Case Study: Region 10 of Tabriz City)
by: Hassan Mahmood zadeh, et al.
Published: (2020-05-01)

Improved NSGA-II for energy-efficient distributed no-wait flow-shop with sequence-dependent setup time
by: Qing-qing Zeng, et al.
Published: (2022-08-01)

Improving Multi-Objective Optimization Methods of Water Distribution Networks
by: Rahel Amare Kidanu, et al.
Published: (2023-07-01)

A Multi-Objective Optimization of 2D Materials Modified Surface Plasmon Resonance (SPR) Based Sensors: An NSGA II Approach
by: Pericle Varasteanu, et al.
Published: (2021-05-01)

Optimal Lane Change Path Planning Based on the NSGA-II and TOPSIS Algorithms
by: Dongyi Wang, et al.
Published: (2023-01-01)

Online learning resources recommendation model based on improved NSGA-Ⅱ algorithm
by: Hui Li, et al.
Published: (2023-03-01)

Multi-objective optimization of two-stage AC–DC power supply for reliability and efficiency using NSGA-II and meta-heuristic honey bee algorithms
by: Seyed Mehdi Nouri, et al.
Published: (2023-11-01)

Research on Multi-Objective Optimal Scheduling for Power Battery Reverse Supply Chain
by: Kangye Tan, et al.
Published: (2023-02-01)

A Multi-Objective Multi-Period Low-Carbon Location-Routing Problem: Improved NSGA-II Approach
by: Binbin Chen, et al.
Published: (2024-01-01)

Advanced Optimization of Surface Characteristics and Material Removal Rate for Biocompatible Ti6Al4V Using WEDM Process with BBD and NSGA II
by: Anbazhagan Nagadeepan, et al.
Published: (2023-07-01)

Sustainable Road Infrastructure Decision-Making: Custom NSGA-II with Repair Operators for Multi-Objective Optimization
by: Andrés Ruiz-Vélez, et al.
Published: (2024-02-01)