Articles
Published 15-05-2021
Keywords
- Evolutionary Algorithms,
- Genetic Algorithms,
- Genetic Programming,
- Optimization,
- Evolutionary Computation
- Metaheuristics,
- Search Algorithms,
- Nature-Inspired Algorithms ...More
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
How to Cite
[1]
Dr. Sarah Johnson, “Evolutionary Algorithms for Optimization”, Hong Kong J. of AI and Med., vol. 1, no. 1, pp. 1–13, May 2021, Accessed: Nov. 24, 2024. [Online]. Available: https://hongkongscipub.com/index.php/hkjaim/article/view/10
Abstract
Evolutionary algorithms (EAs) are a class of optimization algorithms inspired by the principles of natural evolution. Among EAs, genetic algorithms (GAs) and genetic programming (GP) are prominent techniques for solving complex optimization problems. This paper provides an overview of EAs, focusing on GAs and GP, and discusses their applications, advantages, and challenges. We also review recent developments in the field and suggest future research directions.
Downloads
Download data is not yet available.
References
- Venigandla, Kamala, and Venkata Manoj Tatikonda. "Improving Diagnostic Imaging Analysis with RPA and Deep Learning Technologies." Power System Technology 45.4 (2021).
- Palle, Ranadeep Reddy. "Examine the fundamentals of block chain, its role in cryptocurrencies, and its applications beyond finance, such as supply chain management and smart contracts." International Journal of Information and Cybersecurity 1.5 (2017): 1-9.
- Kathala, Krishna Chaitanya Rao, and Ranadeep Reddy Palle. "Optimizing Healthcare Data Management in the Cloud: Leveraging Intelligent Schemas and Soft Computing Models for Security and Efficiency."
- Palle, Ranadeep Reddy. "Discuss the role of data analytics in extracting meaningful insights from social media data, influencing marketing strategies and user engagement." Journal of Artificial Intelligence and Machine Learning in Management 5.1 (2021): 64-69.
- Palle, Ranadeep Reddy. "Compare and contrast various software development methodologies, such as Agile, Scrum, and DevOps, discussing their advantages, challenges, and best practices." Sage Science Review of Applied Machine Learning 3.2 (2020): 39-47.
- Palle, Ranadeep Reddy. "Explore the recent advancements in quantum computing, its potential impact on various industries, and the challenges it presents." International Journal of Intelligent Automation and Computing 1.1 (2018): 33-40.
- Reddy, Surendranadha Reddy Byrapu. "Predictive Analytics in Customer Relationship Management: Utilizing Big Data and AI to Drive Personalized Marketing Strategies." Australian Journal of Machine Learning Research & Applications 1.1 (2021): 1-12.
- Reddy, Surendranadha Reddy Byrapu. "Big Data Analytics-Unleashing Insights through Advanced AI Techniques." Journal of Artificial Intelligence Research and Applications 1.1 (2021): 1-10.