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
FastML-GA: FPGA-accelerated machine learning for real-time energy HVAC optimization in buildings

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Hybrid HHO–WHO Optimized Transformer-GRU Model for Advanced Failure Prediction in Industrial Machinery and Engines

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Cooperative co-evolution based differential evolutional algorithm

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Lightweight Design and Topology Optimization of a Railway Motor Support Under Manufacturing and Adaptive Stress Constraints

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A Two-Stage Multi-Evolutionary Sampling Optimization Framework for Expensive Optimization Problems

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Model-and-data-driven robust concurrent optimization for structural topology and device layout integrating load location and non-design domain effects

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AirfoilAgent: Airfoil aerodynamics optimization design via large language model multi-agent collaborations

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Introduction to the multi-skilled resource constrained multi project and multi type scheduling problem

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A physics-informed neural network framework integrating engineering codes for design optimization of stiffened cylinders

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LEE: A physics-inspired optimizer based on LangEvin equation

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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 1394 FWCI178.4587

Snake Optimizer: A novel meta-heuristic optimization algorithm

article Full Text OpenAlex 997 FWCI130.64

RIME: A physics-based optimization

article Full Text OpenAlex 871 FWCI664.0159

Dwarf Mongoose Optimization Algorithm

article Full Text OpenAlex 839 FWCI111.3797

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

article Full Text OpenAlex 802 FWCI104.5947

Beluga whale optimization: A novel nature-inspired metaheuristic algorithm

article Full Text OpenAlex 796 FWCI104.9009

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

article Full Text OpenAlex 795 FWCI104.5947

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

article Full Text OpenAlex 720 FWCI125.0249

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

article Full Text OpenAlex 686 FWCI90.3433

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

article Full Text OpenAlex 680 FWCI89.8495