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
Search Without Truth: A Cross-Domain Invariant in AI Mathematical and Reasoning Systems

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Learn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN

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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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Dynamic programming in economics on a quantum annealer

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

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Ultra-high-throughput mapping of genetic design space

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High-concurrency tri-mode memristor-based ordinary differential equation solver

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

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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 1458 FWCI180.902

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

article Full Text OpenAlex 1319 FWCI425.9237

Snake Optimizer: A novel meta-heuristic optimization algorithm

article Full Text OpenAlex 1025 FWCI132.0652

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

article Full Text OpenAlex 911 FWCI113.0117

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

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

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

article Full Text OpenAlex 597 FWCI100.371

Hippopotamus optimization algorithm: a novel nature-inspired optimization algorithm

article Full Text OpenAlex 566 FWCI182.7694