Tag: Evolutionary Algorithms
-
AI is Not Only Generative, Here’s Why!
Artificial Intelligence (AI) is a multifaceted field impacting various industries, including healthcare and finance. It encompasses diverse methods such as Supervised Learning, Unsupervised Learning, and Reinforcement Learning, each designed to address specific challenges. Beyond generative models like ChatGPT, AI’s versatility lies in its ability to optimize processes and improve decision-making.
-
Evolutionary Algorithms
Evolutionary Algorithms (EAs) are a subset of optimization algorithms inspired by the process of natural evolution. They are used to solve complex optimization problems by mimicking the process of natural selection. EAs operate by generating a population of possible solutions, evolving them through selection, mutation, and crossover processes, and then selecting the best solutions over…