Cover Image

Regionalized Metric Framework: A Novel Approach for Evaluating Multimodal Multi-Objective Optimization Algorithms

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Jintai, Liu, Fangqing, Yan, Xueming, Huang, Han
Format:	Preprint
Published:	2025
Subjects:	Neural and Evolutionary Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

EmoDM: A Diffusion Model for Evolutionary Multi-objective Optimization
by: Yan, Xueming, et al.
Published: (2024)

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

A Comparison-Relationship-Surrogate Evolutionary Algorithm for Multi-Objective Optimization
by: Pierce, Christopher M., et al.
Published: (2025)

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

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

An Experimental Approach for Running-Time Estimation of Multi-objective Evolutionary Algorithms in Numerical Optimization
by: Huang, Han, et al.
Published: (2025)

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

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

Pareto-NRPA: A Novel Monte-Carlo Search Algorithm for Multi-Objective Optimization
by: Lallouet, Noé, et al.
Published: (2025)

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

Clustering-based Transfer Learning for Dynamic Multimodal MultiObjective Evolutionary Algorithm
by: Yan, Li, et al.
Published: (2025)

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

Human-in-the-Loop Policy Optimization for Preference-Based Multi-Objective Reinforcement Learning
by: Li, Ke, et al.
Published: (2024)

A Novel Multi-Objective Evolutionary Algorithm for Counterfactual Generation
by: Doyle-Finch, Gabriel, et al.
Published: (2025)

Sliding Window Bi-Objective Evolutionary Algorithms for Optimizing Chance-Constrained Monotone Submodular Functions
by: Yan, Xiankun, et al.
Published: (2024)

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

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

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

Learnable Evolutionary Multi-Objective Combinatorial Optimization via Sequence-to-Sequence Model
by: Huang, Jiaxiang, et al.
Published: (2024)

A Hybrid Tabu Scatter Search Algorithm for Simulation-Based Optimization of Multi-Objective Runway Operations Scheduling
by: Soykan, Bulent
Published: (2025)

On Scalability of Multi-Objective Evolutionary Algorithms on Combinatorial Optimisation Problems
by: Tang, Menghao, et al.
Published: (2026)

Unraveling the Versatility and Impact of Multi-Objective Optimization: Algorithms, Applications, and Trends for Solving Complex Real-World Problems
by: Rashed, Noor A., et al.
Published: (2024)

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

Exploration-Exploitation-Evaluation (EEE): A Framework for Metaheuristic Algorithms in Combinatorial Optimization
by: Davis, Ethan
Published: (2025)

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

Runtime Analysis of Single- and Multi-Objective Evolutionary Algorithms for Chance Constrained Optimization Problems with Normally Distributed Random Variables
by: Neumann, Frank, et al.
Published: (2021)

Symbiotic Connectivity: Optimizing Rural Digital Infrastructure with Solar-Powered Mesh Networks Using Multi-Objective Evolutionary Algorithms
by: Benitez, Yadira Sanchez
Published: (2024)

Runtime Analysis for Multi-Objective Evolutionary Algorithms in Unbounded Integer Spaces
by: Doerr, Benjamin, et al.
Published: (2024)

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

A Detection Region Method-Based Evolutionary Algorithm for Binary Constrained Multiobjective Optimization
by: Huang, Weixiong, et al.
Published: (2024)

Multi-Objective Evolutionary Optimization of Chance-Constrained Multiple-Choice Knapsack Problems with Implicit Probability Distributions
by: Li, Xuanfeng, et al.
Published: (2026)

Evolving Interdependent Operators with Large Language Models for Multi-Objective Combinatorial Optimization
by: Qiu, Junhao, et al.
Published: (2026)

Variable Search Stepsize for Randomized Local Search in Multi-Objective Combinatorial Optimization
by: Ren, Xuepeng, et al.
Published: (2026)

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

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

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

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

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

First Mathematical Runtime Analyses of Multi-Objective Evolutionary Algorithms for Multi-Valued Decision Variables
by: Li, Mingfeng, et al.
Published: (2026)

Peptide Vaccine Design by Evolutionary Multi-Objective Optimization
by: Liu, Dan-Xuan, et al.
Published: (2024)