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
Bringing the genetically minimal cell to life on a computer in 4D

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Genome modelling and design across all domains of life with Evo 2

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Computation and deep-learning-driven advances in CRISPR genome editing

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Learning-aided Artificial Bee Colony with neural knowledge transfer for global optimization

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Dynamic programming in economics on a quantum annealer

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SymRefine: A symbolic regression approach for refining and compressing neural networks

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Ultra-high-throughput mapping of genetic design space

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A neural knowledge learning-driven artificial bee colony algorithm with reinforcement adaptation for global optimization

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A zero-shot tree-structured multi-objective evolutionary Neural Architecture Search

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A constrained multi-objective evolutionary algorithm assisted by comprehensive ranking technique

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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 1389 FWCI178.661

MEGA12: Molecular Evolutionary Genetic Analysis Version 12 for Adaptive and Green Computing

article Full Text OpenAlex 1050 FWCI377.0294

Snake Optimizer: A novel meta-heuristic optimization algorithm

article Full Text OpenAlex 992 FWCI130.6555

Coati Optimization Algorithm: A new bio-inspired metaheuristic algorithm for solving optimization problems

article Full Text OpenAlex 863 FWCI111.8919

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

article Full Text OpenAlex 799 FWCI104.5468

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

article Full Text OpenAlex 793 FWCI104.5753

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 679 FWCI89.9513

Proceedings of the Genetic and Evolutionary Computation Conference

paratext Full Text OpenAlex 545 FWCI0

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

article Full Text OpenAlex 544 FWCI96.0963