# Evolutionary Algorithms and Applications

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/evolutionary-algorithms-and-applications/

## Facts

| Field | Value |
| --- | --- |
| Description | 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. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | t11975 |
| Works | 80 |

## Topic papers all

Showing 15 of 80.

- [A review on genetic algorithm: past, present, and future](https://scholariq.org/papers/a-review-on-genetic-algorithm-past-present-and-future/)
- [Binary grey wolf optimization approaches for feature selection](https://scholariq.org/papers/binary-grey-wolf-optimization-approaches-for-feature-selection/)
- [Genetic Algorithms and Engineering Design](https://scholariq.org/papers/genetic-algorithms-and-engineering-design/)
- [Seagull optimization algorithm: Theory and its applications for large-scale industrial engineering problems](https://scholariq.org/papers/seagull-optimization-algorithm-theory-and-its-applications-for-large-scale/)
- [Spotted hyena optimizer: A novel bio-inspired based metaheuristic technique for engineering applications](https://scholariq.org/papers/spotted-hyena-optimizer-a-novel-bio-inspired-based-metaheuristic-technique-for/)
- [Emperor penguin optimizer: A bio-inspired algorithm for engineering problems](https://scholariq.org/papers/emperor-penguin-optimizer-a-bio-inspired-algorithm-for-engineering-problems/)
- [A novel algorithm for global optimization: Rat Swarm Optimizer](https://scholariq.org/papers/a-novel-algorithm-for-global-optimization-rat-swarm-optimizer/)
- [Binary ant lion approaches for feature selection](https://scholariq.org/papers/binary-ant-lion-approaches-for-feature-selection/)
- [Feature selection via a novel chaotic crow search algorithm](https://scholariq.org/papers/feature-selection-via-a-novel-chaotic-crow-search-algorithm/)
- [Deep Learning in Mining Biological Data](https://scholariq.org/papers/deep-learning-in-mining-biological-data/)
- [Ensembles of Learning Machines](https://scholariq.org/papers/ensembles-of-learning-machines/)
- [Fuzzy Logic based Smart Irrigation System using Internet of Things](https://scholariq.org/papers/fuzzy-logic-based-smart-irrigation-system-using-internet-of-things/)
- [Evolutionary Discrete Firefly Algorithm for Travelling Salesman Problem](https://scholariq.org/papers/evolutionary-discrete-firefly-algorithm-for-travelling-salesman-problem/)
- [Prediction of surface roughness with genetic programming](https://scholariq.org/papers/prediction-of-surface-roughness-with-genetic-programming/)
- [Improved binary particle swarm optimization for feature selection with new initialization and search space reduction strategies](https://scholariq.org/papers/improved-binary-particle-swarm-optimization-for-feature-selection-with-new/)

## Topic primary papers

- [Genetic Algorithms and Engineering Design](https://scholariq.org/papers/genetic-algorithms-and-engineering-design/)
- [Prediction of surface roughness with genetic programming](https://scholariq.org/papers/prediction-of-surface-roughness-with-genetic-programming/)
- [A Hybrid Genetic Algorithm With Wrapper-Embedded Approaches for Feature Selection](https://scholariq.org/papers/a-hybrid-genetic-algorithm-with-wrapper-embedded-approaches-for-feature/)
- [Chaos-Induced and Mutation-Driven Schemes Boosting Salp Chains-Inspired Optimizers](https://scholariq.org/papers/chaos-induced-and-mutation-driven-schemes-boosting-salp-chains-inspired/)
- [Parallel Genetic Algorithms on Programmable Graphics Hardware](https://scholariq.org/papers/parallel-genetic-algorithms-on-programmable-graphics-hardware/)
- [A multi-objective algorithm for crop pattern optimization in agriculture](https://scholariq.org/papers/a-multi-objective-algorithm-for-crop-pattern-optimization-in-agriculture/)
- [A data mining tool for learning from manufacturing systems](https://scholariq.org/papers/a-data-mining-tool-for-learning-from-manufacturing-systems/)
- [SOMALib: Library of Exact and Approximate Activation Functions for Hardware-efficient Neural Network Accelerators](https://scholariq.org/papers/somalib-library-of-exact-and-approximate-activation-functions-for-hardware/)
- [Multi-objective evolutionary architectural pruning of deep convolutional neural networks with weights inheritance](https://scholariq.org/papers/multi-objective-evolutionary-architectural-pruning-of-deep-convolutional-neural/)
- [An Overview of Hybrid Soft Computing Techniques for Classifier Design and Feature Selection](https://scholariq.org/papers/an-overview-of-hybrid-soft-computing-techniques-for-classifier-design-and/)
- [The PDF of a Function of a Random Variable](https://scholariq.org/papers/the-pdf-of-a-function-of-a-random-variable/)
- [Bio- Inspired Algorithm for Text Classification: Comparison Between Ant Colony Algorithm and Olex-GA](https://scholariq.org/papers/bio-inspired-algorithm-for-text-classification-comparison-between-ant-colony/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.