# Metaheuristic Optimization Algorithms Research

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/metaheuristic-optimization-algorithms-research/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers focuses on swarm intelligence optimization algorithms, including Particle Swarm Optimization, Differential Evolution, Ant Colony Optimization, and Firefly Algorithm. These nature-inspired metaheuristic algorithms are used for global optimization and have applications in various fields. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | t10100 |
| Works | 125 |

## Topic papers all

Showing 15 of 125.

- [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/)
- [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/)
- [Whale Optimization Algorithm and Moth-Flame Optimization for multilevel thresholding image segmentation](https://scholariq.org/papers/whale-optimization-algorithm-and-moth-flame-optimization-for-multilevel/)
- [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/)
- [Cloud Task Scheduling Based on Load Balancing Ant Colony Optimization](https://scholariq.org/papers/cloud-task-scheduling-based-on-load-balancing-ant-colony-optimization/)
- [Optimization Based Data Mining: Theory and Applications](https://scholariq.org/papers/optimization-based-data-mining-theory-and-applications/)
- [Modified adaptive ant colony optimization algorithm and its application for solving path planning of mobile robot](https://scholariq.org/papers/modified-adaptive-ant-colony-optimization-algorithm-and-its-application-for/)
- [Evolving an optimal kernel extreme learning machine by using an enhanced grey wolf optimization strategy](https://scholariq.org/papers/evolving-an-optimal-kernel-extreme-learning-machine-by-using-an-enhanced-grey/)
- [Crow Search Algorithm: Theory, Recent Advances, and Applications](https://scholariq.org/papers/crow-search-algorithm-theory-recent-advances-and-applications/)
- [Evolutionary Discrete Firefly Algorithm for Travelling Salesman Problem](https://scholariq.org/papers/evolutionary-discrete-firefly-algorithm-for-travelling-salesman-problem/)

## Topic primary papers

Showing 15 of 63.

- [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/)
- [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/)
- [Whale Optimization Algorithm and Moth-Flame Optimization for multilevel thresholding image segmentation](https://scholariq.org/papers/whale-optimization-algorithm-and-moth-flame-optimization-for-multilevel/)
- [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/)
- [Crow Search Algorithm: Theory, Recent Advances, and Applications](https://scholariq.org/papers/crow-search-algorithm-theory-recent-advances-and-applications/)
- [Evolutionary Discrete Firefly Algorithm for Travelling Salesman Problem](https://scholariq.org/papers/evolutionary-discrete-firefly-algorithm-for-travelling-salesman-problem/)
- [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/)
- [A comparison of nature inspired algorithms for multi-threshold image segmentation](https://scholariq.org/papers/a-comparison-of-nature-inspired-algorithms-for-multi-threshold-image/)
- [Swarm intelligence-based algorithms within IoT-based systems: A review](https://scholariq.org/papers/swarm-intelligence-based-algorithms-within-iot-based-systems-a-review/)
- [A conceptual comparison of several metaheuristic algorithms on continuous optimisation problems](https://scholariq.org/papers/a-conceptual-comparison-of-several-metaheuristic-algorithms-on-continuous/)

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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.