Imagen de Portada

Benchmarking Continuous Dynamic Multi-Objective Optimization: Survey and Generalized Test Suite

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Shao, Chang, Zhao, Qi, Pu, Nana, Cheng, Shi, Jiang, Jing, Shi, Yuhui
Formato:	Preprint
Publicado:	2026
Materias:	Neural and Evolutionary Computing
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A Scalable Benchmark Test Suite for Dynamic Multi-Objective Optimization with a Changing Number of Objectives
por: Shang, Ke, et al.
Publicado: (2026)

Distributed Evolution Strategies with Multi-Level Learning for Large-Scale Black-Box Optimization
por: Duan, Qiqi, et al.
Publicado: (2023)

A Benchmark Suite for Multi-Objective Optimization in Battery Thermal Management System Design
por: Ouyang, Kaichen, et al.
Publicado: (2025)

Cooperative Coevolution for Non-Separable Large-Scale Black-Box Optimization: Convergence Analyses and Distributed Accelerations
por: Duan, Qiqi, et al.
Publicado: (2023)

Automated Design of Metaheuristic Algorithms: A Survey
por: Zhao, Qi, et al.
Publicado: (2023)

A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic Segmentation
por: Zhao, Yifan, et al.
Publicado: (2024)

Evolutionary Robust Clustering Over Time for Temporal Data
por: Zhao, Qi, et al.
Publicado: (2021)

Multi-Objective Communication Optimization for Temporal Continuity in Dynamic Vehicular Networks
por: Guo, Weian, et al.
Publicado: (2024)

AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms with Diverse Structures
por: Zhao, Qi, et al.
Publicado: (2022)

PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization
por: Duan, Qiqi, et al.
Publicado: (2022)

Enhancing Generalization and Scalability for Multi-Objective Optimization with Population Pre-Training
por: Hong, Haokai, et al.
Publicado: (2023)

Benchmark for CEC 2024 Competition on Multiparty Multiobjective Optimization
por: Luo, Wenjian, et al.
Publicado: (2024)

Meta-Black-Box Optimization Can Do Search Guidance for Expensive Constrained Multi-Objective Optimization
por: Du, Yukun, et al.
Publicado: (2026)

An accelerate Prediction Strategy for Dynamic Multi-Objective Optimization
por: Lei, Ru, et al.
Publicado: (2024)

Parametric Pareto Set Learning for Expensive Multi-Objective Optimization
por: Cheng, Ji, et al.
Publicado: (2025)

Fairness-Aware Performance Evaluation for Multi-Party Multi-Objective Optimization
por: Zhao, Zifan, et al.
Publicado: (2026)

Single and Multi-Objective Optimization Benchmark Problems Focusing on Human-Powered Aircraft Design
por: Namura, Nobuo
Publicado: (2023)

Large Language Model-Based Benchmarking Experiment Settings for Evolutionary Multi-Objective Optimization
por: Pang, Lie Meng, et al.
Publicado: (2025)

Explicitly Multi-Modal Benchmarks for Multi-Objective Optimization
por: Ota, Ryosuke, et al.
Publicado: (2021)

A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part I-Past and Future
por: Li, Ke
Publicado: (2024)

Evolutionary Multi-Objective Diversity Optimization
por: Do, Anh Viet, et al.
Publicado: (2024)

Enhanced Ideal Objective Vector Estimation for Evolutionary Multi-Objective Optimization
por: Zheng, Ruihao, et al.
Publicado: (2025)

Diffusion-based Evolutionary Optimization for 3D Multi-Objective Molecular Generation
por: Sun, Ruiqing, et al.
Publicado: (2025)

Ranking Constraints via Topological Dual-Directional Search in Evolutionary Multi-Objective Optimization
por: Sun, Ruiqing, et al.
Publicado: (2026)

MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms using IOHprofiler
por: Vermetten, Diederick, et al.
Publicado: (2024)

General-Purpose Co-Evolutionary Construction of Parallel Algorithm Portfolios for Multi-Objective Binary Optimization
por: Wang, Zhiyuan, et al.
Publicado: (2026)

Competition on Dynamic Optimization Problems Generated by Generalized Moving Peaks Benchmark (GMPB)
por: Yazdani, Danial, et al.
Publicado: (2021)

An Analysis of the Preferences of Distribution Indicators in Evolutionary Multi-Objective Optimization
por: Falcón-Cardona, Jesús Guillermo, et al.
Publicado: (2024)

Improved Runtime Guarantees for the SPEA2 Multi-Objective Optimizer
por: Doerr, Benjamin, et al.
Publicado: (2025)

MOANA: Multi-Objective Ant Nesting Algorithm for Optimization Problems
por: Rashed, Noor A., et al.
Publicado: (2024)

Uncertainty-Aware Offline Data-Driven Multi-Objective Optimization
por: Lyu, Huanbo, et al.
Publicado: (2025)

An Instance Space Analysis of Constrained Multi-Objective Optimization Problems
por: Alsouly, Hanan, et al.
Publicado: (2022)

Autonomous Multi-Objective Optimization Using Large Language Model
por: Huang, Yuxiao, et al.
Publicado: (2024)

A Universal Framework for Large-Scale Multi-Objective Optimization Based on Particle Drift and Diffusion
por: Li, Jia-Cheng, et al.
Publicado: (2025)

Multi-Objective Covariance Matrix Adaptation MAP-Annealing
por: Zhao, Shihan, et al.
Publicado: (2025)

A Novel Immune Algorithm for Multiparty Multiobjective Optimization
por: Chen, Kesheng, et al.
Publicado: (2026)

Robust Multi-Objective Optimization for Bicycle Rebalancing in Shared Mobility Systems
por: Pedroza-Perez, Diego Daniel, et al.
Publicado: (2026)

Data-Efficient Interactive Multi-Objective Optimization Using ParEGO
por: Heidari, Arash, et al.
Publicado: (2024)

Optimized Drug Design using Multi-Objective Evolutionary Algorithms with SELFIES
por: Hömberg, Tomoya, et al.
Publicado: (2024)

Variable Metric Evolution Strategies for High-dimensional Multi-Objective Optimization
por: Glasmachers, Tobias
Publicado: (2024)