Nature Inspired Algorithms and Applications
暫譯: 自然啟發演算法與應用

Name: Nature Inspired Algorithms and Applications
Price: 7619 TWD
Availability: OnlineOnly
Author: Balamurugan, S., Goyal, Dinesh, Jain, Anupriya
ISBN: 111968174X

Balamurugan, S., Goyal, Dinesh, Jain, Anupriya

出版商: Wiley
出版日期: 2021-12-14
售價: $8,020
貴賓價: 9.5 折 $7,619
語言: 英文
頁數: 384
裝訂: Hardcover - also called cloth, retail trade, or trade
ISBN: 111968174X
ISBN-13: 9781119681748
相關分類: Algorithms-data-structures

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商品描述

The purpose of designing this book is to portray certain practical applications of nature-inspired computation in machine learning for the better understanding of the world around us. The focus is to portray and present recent developments in the areas where nature- inspired algorithms are specifically designed and applied to solve complex real-world problems in data analytics and pattern recognition, by means of domain-specific solutions. Various nature-inspired algorithms and their multidisciplinary applications (in mechanical engineering, electrical engineering, machine learning, image processing, data mining and wireless network domains are detailed, which will make this book a handy reference guide.

商品描述(中文翻譯)

本書的設計目的是描繪自然啟發計算在機器學習中的某些實際應用，以便更好地理解我們周圍的世界。重點在於展示和介紹最近在自然啟發算法專門設計和應用於解決數據分析和模式識別中的複雜現實問題的領域中的發展，通過特定領域的解決方案。詳細介紹了各種自然啟發算法及其在機械工程、電氣工程、機器學習、影像處理、數據挖掘和無線網絡等多學科應用，這將使本書成為一本實用的參考指南。

作者簡介

Dr. S. Balamurugan

Director- Research &Development, Intelligent Research Consultancy Services(iRCS). Coimbatore, Tamilnadu, India

Dr. Anupriya Jain

Associate Professor, Manav Rachna International Institute of Research & studies, Faridabad, Haryana

Mr. Sachin Sharma

Assistant Professor, Manav Rachna International Institute of Research & studies, Faridabad, Haryana

Dr. Dinesh Goyal is currently working as Professor Computer science and Engineering at Poornima Institute of Engineering & Technology & Director Engineering.

Dr. Sonia Duggal

Assistant Professor, Manav Rachna International Institute of Research & studies, Faridabad, Haryana

Ms Seema Sharmais currently working as Assistant Professor in Faculty of Computer Applications, ManavRachna International Institute of Research and Studies, Faridabad.