专题：Evolutionary Algorithms and Applications

This cluster of papers focuses on the application of genetic programming in machine learning, particularly in the areas of classification, feature selection, symbolic regression, and evolvable hardware. It explores the use of evolutionary algorithms and learning classifier systems to solve complex problems, with an emphasis on multiobjective optimization and semantic genetic programming.
最新文献
K-DPSA: A hierarchical surrogate-assisted evolutionary algorithm for expensive constrained multi-objective optimization with application to UAV path planning

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Genetic Optimization of Convolutional Neural Network Architectures Using Topological Crossover

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Multiknowledge Adaptive Transfer Framework and Auxiliary Value Assessment Strategy for Constrained Multiobjective Optimization

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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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Dual-population hybrid prediction co-evolutionary algorithm for dynamic constrained multiobjective optimization

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A survey on large language models driven meta-optimizers for automated intelligent optimization

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Recent Advances in Metaheuristic Algorithms

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Evolutionary cooperation with game transitions via Markov decision chain in networked population

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A Universal Framework for Automatically Generating Single-and Multi-Objective Evolutionary Algorithms

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A multi-agent reinforcement learning framework for exploring dominant strategies in iterated and evolutionary games

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近5年高被引文献
A comprehensive survey on NSGA-II for multi-objective optimization and applications

article Full Text OpenAlex 738 FWCI95.9455

Genetic algorithms: theory, genetic operators, solutions, and applications

article Full Text OpenAlex 735 FWCI63.6819

Proceedings of the Genetic and Evolutionary Computation Conference

paratext Full Text OpenAlex 546 FWCI0

Mathematical discoveries from program search with large language models

article Full Text OpenAlex 534 FWCI46.1411

A Survey on Evolutionary Constrained Multiobjective Optimization

article Full Text OpenAlex 445 FWCI44.3142

A comprehensive survey on recent metaheuristics for feature selection

article Full Text OpenAlex 359 FWCI24.3533

An Analysis of the Automatic Bug Fixing Performance of ChatGPT

conference-paper Full Text OpenAlex 337 FWCI65.1082

Interpretable scientific discovery with symbolic regression: a review

article Full Text OpenAlex 335 FWCI48.6244

Introduction to Genetic Algorithm

book-chapter Full Text OpenAlex 308 FWCI4.6666

CodaMosa: Escaping Coverage Plateaus in Test Generation with Pre-trained Large Language Models

conference-paper Full Text OpenAlex 306 FWCI59.1599