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
Using reinforcement learning in genome assembly: in-depth analysis of a Q-learning assembler

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Proceedings of the Genetic and Evolutionary Computation Conference Companion

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Linear Genetic Programming

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Correlated Geometric Mutations for Integer Evolution Strategies

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On the Generalisation Performance of Geometric Semantic Genetic Programming for Boolean Functions: Learning Block Mutations

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Evolutionary Computing and Nature-Based Solutions for Personalized Health

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Evolutionary Computation

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Holistic swarm optimization: A novel metaphor-less algorithm guided by whole population information for addressing exploration-exploitation dilemma

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Co-Evolutionary Dual-Tree Genetic Programming for Fine-Grained Flower Image Classification

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Learning strategies for particle swarm optimizer: A critical review and performance analysis

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近5年高被引文献
The Arithmetic Optimization Algorithm

article Full Text OpenAlex 2383 FWCI229.512

Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer

article Full Text OpenAlex 1154 FWCI109.096

African vultures optimization algorithm: A new nature-inspired metaheuristic algorithm for global optimization problems

article Full Text OpenAlex 1098 FWCI102.215

Honey Badger Algorithm: New metaheuristic algorithm for solving optimization problems

article Full Text OpenAlex 1005 FWCI91.893

Dung beetle optimizer: a new meta-heuristic algorithm for global optimization

article Full Text OpenAlex 934 FWCI116.434

Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts

article Full Text OpenAlex 911 FWCI93.003

RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method

article Full Text OpenAlex 881 FWCI84.68

Artificial gorilla troops optimizer: A new nature‐inspired metaheuristic algorithm for global optimization problems

article Full Text OpenAlex 843 FWCI78.909

Snake Optimizer: A novel meta-heuristic optimization algorithm

article Full Text OpenAlex 809 FWCI100.539

Introduction to Algorithms

book-chapter Full Text OpenAlex 689 FWCI10.639