专题:Advanced Multi-Objective Optimization Algorithms

This cluster of papers focuses on the application of evolutionary algorithms, surrogate modeling, and optimization techniques to solve multiobjective optimization problems. It covers topics such as genetic algorithms, Pareto fronts, Bayesian optimization, and the use of surrogate models like Kriging for engineering design.
最新文献
Generative design and evaluation of spatial grid structures based on parametric topology optimization driven by metaheuristic algorithms

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Learn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN

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An innovative metaheuristic algorithm inspired by behavior of birds-of-paradise in tropical rainforests for global optimization

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Multi-fidelity deep neural network optimization integrating 2-D and 3-D numerical simulations for S-type turbine clusters

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Data-Driven Health Index Estimation and Multiagent Deep Reinforcement Learning for Optimizing Aeroengine Maintenance Strategies

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Manufacturing-informed, artificial-neural-network-assisted optimisation of Type IV composite pressure vessels through progressive damage modelling

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An efficient recursive support vector machine regression method based on tensor train decomposition and Aitken acceleration technique

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Optimal outrigger placement in tall steel frames using improved EEFO algorithm

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Data-driven multi-task global optimization with two-stage knowledge transfer for blended-wing-body underwater gliders design

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A systematic review of recent advances in snake optimizer algorithm

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近5年高被引文献
Dung beetle optimizer: a new meta-heuristic algorithm for global optimization

article Full Text OpenAlex 1460 FWCI180.8613

Snake Optimizer: A novel meta-heuristic optimization algorithm

article Full Text OpenAlex 1026 FWCI132.0024

RIME: A physics-based optimization

article Full Text OpenAlex 923 FWCI739.8049

Dwarf Mongoose Optimization Algorithm

article Full Text OpenAlex 852 FWCI112.2068

Beluga whale optimization: A novel nature-inspired metaheuristic algorithm

article Full Text OpenAlex 825 FWCI105.9602

Pelican Optimization Algorithm: A Novel Nature-Inspired Algorithm for Engineering Applications

article Full Text OpenAlex 824 FWCI105.9311

Golden jackal optimization: A novel nature-inspired optimizer for engineering applications

article Full Text OpenAlex 817 FWCI105.5436

Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges

article Full Text OpenAlex 764 FWCI126.1062

Artificial rabbits optimization: A new bio-inspired meta-heuristic algorithm for solving engineering optimization problems

article Full Text OpenAlex 708 FWCI91.2375

White Shark Optimizer: A novel bio-inspired meta-heuristic algorithm for global optimization problems

article Full Text OpenAlex 695 FWCI90.6593