A New Hyper-Heuristic Multi-Objective Optimisation Approach Based on MOEA/D Framework

A multi-objective evolutionary algorithm based on decomposition (MOEA/D) serves as a robust framework for addressing multi-objective optimization problems (MOPs). However, it is widely recognized that the applicability of a fixed offspring-generating strategy in MOEA/D can be limited, despite its fo...

Full description

Bibliographic Details
Published in:	Biomimetics
Main Authors:	Jiayi Han, Shinya Watanabe
Format:	Article
Language:	English
Published:	MDPI AG 2023-11-01
Subjects:	evolutionary multi-objective optimization (EMO) MOEA/D hyper-heuristic approach CMA-ES IDE operator switching mechanism
Online Access:	https://www.mdpi.com/2313-7673/8/7/521

Similar Items

CUSTOMHyS: Customising Optimisation Metaheuristics via Hyper-heuristic Search
by: Jorge M. Cruz-Duarte, et al.
Published: (2020-07-01)

Application of hyper-parameters adaptive MOEA/D-DE algorithm in aerodynamic stealth optimization of airfoil
by: WANG Peijun, et al.
Published: (2023-06-01)

Decomposition-Based Multi-Objective Evolutionary Algorithm Design Under Two Algorithm Frameworks
by: Lie Meng Pang, et al.
Published: (2020-01-01)

Intelligent System Design Using Hyper-Heuristics
by: Nelishia Pillay
Published: (2015-07-01)

Communication Resource Allocation Algorithm Based on Improved MOEA/D in Internet of Vehicles
by: ZHENG Liping, ZHAO Yujuan, FEI Xuan
Published: (2023-05-01)

Application of Multi-Objective Hyper-Heuristics to Solve the Multi-Objective Software Module Clustering Problem
by: Haya Alshareef, et al.
Published: (2022-06-01)

Resampled Efficient Frontier Integration for MOEAs
by: David Quintana, et al.
Published: (2021-03-01)

A review of reinforcement learning based hyper-heuristics
by: Cuixia Li, et al.
Published: (2024-06-01)

Global Optimisation through Hyper-Heuristics: Unfolding Population-Based Metaheuristics
by: Jorge M. Cruz-Duarte, et al.
Published: (2021-06-01)

HYPER HEURISTIC EVOLUTIONARY APPROACH FOR CONSTRUCTING DECISION TREE CLASSIFIERS
by: Saroj Ratnoo, et al.
Published: (2021-02-01)

Stable matching-enhanced MOEA/D for solving multi-objective optimal power flow problems
by: Ebrahim Akbari, et al.
Published: (2025-09-01)

An Improved MOEA/D with an Auction-Based Matching Mechanism
by: Guangjian Li, et al.
Published: (2024-09-01)

An Evolutional Topology Optimization Method Based on Kernel Level Set Function
by: Takahiro Sato, et al.
Published: (2025-01-01)

A Study on Container Storage Optimization in Yards Based on a Hyper-Heuristic Algorithm with a Q-Learning Mechanism
by: Lifen Chen, et al.
Published: (2025-06-01)

A Hyper-Heuristic for the Orienteering Problem With Hotel Selection
by: Alan Toledo, et al.
Published: (2020-01-01)

Hyper-Heuristic Coevolution of Machine Assignment and Job Sequencing Rules for Multi-Objective Dynamic Flexible Job Shop Scheduling
by: Yong Zhou, et al.
Published: (2019-01-01)

A Multi-Objective Hyper-Heuristic Clustering Algorithm for Formulas in Traditional Chinese Medicine
by: Wen Shi, et al.
Published: (2023-01-01)

A Feature-Independent Hyper-Heuristic Approach for Solving the Knapsack Problem
by: Xavier Sánchez-Díaz, et al.
Published: (2021-10-01)

Optimizing Police Patrol Strategies in Real-World Scenarios: A Modified PPS-MOEA/D Approach for Constrained Multi-Objective Optimization
by: Jinguang Sui, et al.
Published: (2025-03-01)

Multi-Objective Optimisation of Urban Form: A Framework for Selecting the Optimal Solution
by: Milad Showkatbakhsh, et al.
Published: (2022-09-01)

Configuration Optimization of Mobile Photovoltaic-Diesel-Storage Microgrid System Based on CPS-MOEA
by: Tianlong Li, et al.
Published: (2024-04-01)

A Review on the Interpretability-Accuracy Trade-Off in Evolutionary Multi-Objective Fuzzy Systems (EMOFS)
by: Praveen Kumar Shukla, et al.
Published: (2012-07-01)

A Sequence-Based Hyper-Heuristic for Traveling Thieves
by: Daniel Rodríguez, et al.
Published: (2022-12-01)

Fuzzy Flexible Job-Shop Scheduling Algorithm Based on Improved MOEA/D
by: ZHENG Jincan, SHAO Lizhen, LEI Xuemei
Published: (2024-06-01)

How Much Is Too Much? Facing Practical Limitations in Hyper-Heuristic Design for Packing Problems
by: José Carlos Ortiz-Bayliss, et al.
Published: (2025-08-01)

Hyper-Heuristic Based on ACO and Local Search for Dynamic Optimization Problems
by: Felipe Martins Müller, et al.
Published: (2021-12-01)

Hyper-Heuristic Approach for Tuning Parameter Adaptation in Differential Evolution
by: Vladimir Stanovov, et al.
Published: (2024-01-01)

Wireless edge device intelligent task offloading in mobile edge computing using hyper-heuristics
by: B. Vijayaram, et al.
Published: (2022-12-01)

An Ant Colony based Hyper-Heuristic Approach for the Set Covering Problem
by: Alexandre Silvestre FERREIRA, et al.
Published: (2015-12-01)

Research on Aerodynamic Optimization Design of High Lift Airfoil Based on Deep Learning and MOEA/D
by: SHEN Yongqiang, et al.
Published: (2024-07-01)

University Course Timetabling Using Graph-based Hyper Heuristics
by: Khodakaram Salimifard, et al.
Published: (2013-12-01)

PHH: Policy-Based Hyper-Heuristic With Reinforcement Learning
by: Orachun Udomkasemsub, et al.
Published: (2023-01-01)

Comparative Analysis of Selection Hyper-Heuristics for Real-World Multi-Objective Optimization Problems
by: Vinicius Renan de Carvalho, et al.
Published: (2021-10-01)

Effective Solution of University Course Timetabling using Particle Swarm Optimizer based Hyper Heuristic approach
by: Zahid Iqbal, et al.
Published: (2021-12-01)

The Scientific Landscape of Hyper-Heuristics: A Bibliometric Analysis Based on Scopus
by: Helen C. Peñate-Rodríguez, et al.
Published: (2025-05-01)

Enhancing energy-efficient building design: a multi-agent-assisted MOEA/D approach for multi-objective optimization
by: Wei Guo, et al.
Published: (2024-10-01)

Identifying Hyper-Heuristic Trends through a Text Mining Approach on the Current Literature
by: Anna Karen Gárate-Escamilla, et al.
Published: (2022-10-01)

An Efficient Application of the MOEA/D Algorithm for Designing Noise Abatement Departure Trajectories
by: Vinh Ho-Huu, et al.
Published: (2017-11-01)

A Novel Simulated Annealing-Based Hyper-Heuristic Algorithm for Stochastic Parallel Disassembly Line Balancing in Smart Remanufacturing
by: Youxi Hu, et al.
Published: (2023-02-01)

Preference-Based Evolutionary Many-Objective Optimization for Agile Satellite Mission Planning
by: Longmei Li, et al.
Published: (2018-01-01)