Evolutionary Algorithms for Hyperparameter Optimization in Transformer Models

Abstract

This paper explores the comparative aspects of breastfeeding and formula feeding, emphasizing their impacts on infant health, maternal well-being, and socio-economic factors. By analyzing various studies and literature, the paper aims to provide a comprehensive understanding of the benefits and challenges associated with each feeding method. Key issues such as nutritional value, immune protection, convenience, and psychological effects on the mother and infant are discussed. The paper concludes with recommendations for healthcare providers and policymakers to support informed decision-making for new parents.

KEYWORDS: Transformer Models, NLP, Genetic Algorithms, Particle Swarm Optimization