Latest Research in Advanced Multi-Objective Optimization Algorithms

Top Research Topics in Advanced Multi-Objective Optimization Algorithms

• Advanced Multi-Objective Optimization Algorithms — 5 papers
• Neural and Evolutionary Computing — 5 papers
• Artificial Intelligence — 2 papers
• Topology Optimization in Engineering — 1 papers
• Machine Learning — 1 papers
• Metaheuristic Optimization Algorithms Research — 1 papers
• Remote-Sensing Image Classification — 1 papers
• Simulation Techniques and Applications — 1 papers

Highest-Cited Papers

1. A Multiobjective Topology Optimization Method Based on Modified Hypervolume Increment
2. IRCMO: Biologically Inspired Dual-Population Coevolution via Immune Tolerance and Homeostatic Resource Allocation for Constrained Multi-Objective Optimization
3. Benchmarking Tabular Foundation Models as Surrogates in Expensive Evolutionary Optimization
4. LLMDE: A Large Language Model-Driven Differential Evolution Algorithm for Portfolio Optimization
5. Adaptive dual-space discriminator for large-scale multi-objective optimization
6. Converge Then Diversify: Decoupling Convergence and Diversity in Multi-Objective Bayesian Optimisation
7. A Two-Stage Many-Objective Evolutionary Algorithm with Survival-Ratio-Based Switching
8. Solving Few-Shot Multiobjective Multitask Optimization via Iterative Sequential Transfer
9. T-GADE: Thermodynamical Generative-AI-Driven Evolution of LLM Artifacts
10. An Evolutionary Framework for Automatic Optimization Benchmark Generation via Large Language Models
11. Empirical analysis of algorithmic components for improved performance in a baseline genetic algorithm selection hyper-heuristic
12. Asymptotical Analysis of the $(1+(λ,λ))$ GA Escape Time from Local Optima on Jump Functions
13. Large Language Models and Evolutionary Computation: A Critical Review of Bidirectional Interaction, Automated Algorithm Design, and Co-Adaptive Systems
14. A heterogeneous population co-evolutionary algorithm for sparse large-scale multi-objective optimization problems
15. An Evolution Algorithm with Objective-Wise Variable Analysis for Sparse Large-Scale Multi-Objective Optimization
16. MTEA-BS: a multi-objective multi-task evolutionary algorithm for unsupervised band selection in hyperspectral images
17. A Simulation-Based Optimization Framework of Stochastic Manufacturing Systems Using External Optimizer