Artificial Intelligence and Natural Algorithms

Book Description

This book informs the reader about applications of Artificial Intelligence (AI) and nature-inspired algorithms in different situations. Each chapter in this book is written by topic experts on AI, nature-inspired algorithms and data science.

The basic concepts relevant to these topics are explained, including evolutionary computing (EC), artificial neural networks (ANN), swarm intelligence (SI), and fuzzy systems (FS). Additionally, the book also covers optimization algorithms for data analysis.

The contents include algorithms that can be used in systems designed for plant science research, load balancing, environmental analysis and healthcare.

The goal of the book is to equip the reader – students and data analysts – with the information needed to apply basic AI algorithms to resolve actual problems encountered in a professional environment.

中文：

书名：人工智能和自然算法

本书向读者介绍了人工智能 (AI) 和自然启发算法在不同情况下的应用。本书的每一章都是由AI，自然启发算法和数据科学的主题专家撰写的。

解释了与这些主题相关的基本概念，包括进化计算 (EC)，人工神经网络 (ANN)，群体智能 (SI) 和模糊系统 (FS)。此外，本书还涵盖了用于数据分析的优化算法。

内容包括可用于植物科学研究，负载平衡，环境分析和医疗保健的系统中的算法。

本书的目标是为读者-学生和数据分析师-提供应用基本AI算法解决专业环境中遇到的实际问题所需的信息。