找回密碼
 To register

QQ登錄

只需一步,快速開始

掃一掃,訪問微社區(qū)

打印 上一主題 下一主題

Titlebook: Mathematical Foundations of Nature-Inspired Algorithms; Xin-She Yang,Xing-Shi He Book 2019 The Author(s), under exclusive license to Sprin

[復制鏈接]
查看: 34048|回復: 39
樓主
發(fā)表于 2025-3-21 16:17:54 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Mathematical Foundations of Nature-Inspired Algorithms
編輯Xin-She Yang,Xing-Shi He
視頻videohttp://file.papertrans.cn/627/626155/626155.mp4
概述Analyzes nature-inspired algorithms.Provides a unified framework of mathematical analysis for convergence and stability.Features methods and techniques for selecting specific algorithms
叢書名稱SpringerBriefs in Optimization
圖書封面Titlebook: Mathematical Foundations of Nature-Inspired Algorithms;  Xin-She Yang,Xing-Shi He Book 2019 The Author(s), under exclusive license to Sprin
描述.This book presents a systematic approach to analyze nature-inspired algorithms. Beginning with an introduction to optimization methods and algorithms, this book moves on to provide a unified framework of mathematical analysis for convergence and stability. Specific nature-inspired algorithms include: swarm intelligence, ant colony optimization, particle swarm optimization, bee-inspired algorithms, bat algorithm, firefly algorithm, and cuckoo search. Algorithms are analyzed from a wide spectrum of theories and frameworks to offer insight to the main characteristics of algorithms and understand how and why they work for solving optimization problems. In-depth mathematical analyses are carried out for different perspectives, including complexity theory, fixed point theory, dynamical systems, self-organization, Bayesian framework, Markov chain framework, filter theory, statistical learning, and statistical measures. Students and researchers in optimization, operations research, artificial intelligence, data mining, machine learning, computer science, and management sciences will see the pros and cons of a variety of algorithms through detailed examples and a comparison of algorithms..
出版日期Book 2019
關鍵詞General Formulation of Optimization; Essence of an Algorithm; ; Unconstrained Optimization; Gradient-Bas
版次1
doihttps://doi.org/10.1007/978-3-030-16936-7
isbn_softcover978-3-030-16935-0
isbn_ebook978-3-030-16936-7Series ISSN 2190-8354 Series E-ISSN 2191-575X
issn_series 2190-8354
copyrightThe Author(s), under exclusive license to Springer Nature Switzerland AG 2019
The information of publication is updating

書目名稱Mathematical Foundations of Nature-Inspired Algorithms影響因子(影響力)




書目名稱Mathematical Foundations of Nature-Inspired Algorithms影響因子(影響力)學科排名




書目名稱Mathematical Foundations of Nature-Inspired Algorithms網絡公開度




書目名稱Mathematical Foundations of Nature-Inspired Algorithms網絡公開度學科排名




書目名稱Mathematical Foundations of Nature-Inspired Algorithms被引頻次




書目名稱Mathematical Foundations of Nature-Inspired Algorithms被引頻次學科排名




書目名稱Mathematical Foundations of Nature-Inspired Algorithms年度引用




書目名稱Mathematical Foundations of Nature-Inspired Algorithms年度引用學科排名




書目名稱Mathematical Foundations of Nature-Inspired Algorithms讀者反饋




書目名稱Mathematical Foundations of Nature-Inspired Algorithms讀者反饋學科排名




單選投票, 共有 1 人參與投票
 

1票 100.00%

Perfect with Aesthetics

 

0票 0.00%

Better Implies Difficulty

 

0票 0.00%

Good and Satisfactory

 

0票 0.00%

Adverse Performance

 

0票 0.00%

Disdainful Garbage

您所在的用戶組沒有投票權限
沙發(fā)
發(fā)表于 2025-3-21 21:26:53 | 只看該作者
板凳
發(fā)表于 2025-3-22 04:22:38 | 只看該作者
2190-8354 lligence, data mining, machine learning, computer science, and management sciences will see the pros and cons of a variety of algorithms through detailed examples and a comparison of algorithms..978-3-030-16935-0978-3-030-16936-7Series ISSN 2190-8354 Series E-ISSN 2191-575X
地板
發(fā)表于 2025-3-22 06:04:47 | 只看該作者
5#
發(fā)表于 2025-3-22 12:16:28 | 只看該作者
6#
發(fā)表于 2025-3-22 14:44:36 | 只看該作者
Nature-Inspired Algorithms,The literature of nature-inspired algorithms and swarm intelligence is expanding rapidly, here we will introduce some of the most recent and widely used nature-inspired optimization algorithms.
7#
發(fā)表于 2025-3-22 19:10:42 | 只看該作者
Mathematical Foundations,Before we proceed to analyse any nature-inspired algorithms from at least ten different perspectives, let us review the mathematical fundamentals concerning convergence, stability and probability distributions.
8#
發(fā)表于 2025-3-23 01:11:21 | 只看該作者
Mathematical Analysis of Algorithms: Part I,hese algorithms in great detail. Obviously, we can analyse these algorithms from different angles and perspectives. Let us first analyse the basic components and mechanisms of most algorithms so as to gain some insights.
9#
發(fā)表于 2025-3-23 04:00:52 | 只看該作者
10#
發(fā)表于 2025-3-23 07:48:33 | 只看該作者
 關于派博傳思  派博傳思旗下網站  友情鏈接
派博傳思介紹 公司地理位置 論文服務流程 影響因子官網 吾愛論文網 大講堂 北京大學 Oxford Uni. Harvard Uni.
發(fā)展歷史沿革 期刊點評 投稿經驗總結 SCIENCEGARD IMPACTFACTOR 派博系數 清華大學 Yale Uni. Stanford Uni.
QQ|Archiver|手機版|小黑屋| 派博傳思國際 ( 京公網安備110108008328) GMT+8, 2025-10-8 01:09
Copyright © 2001-2015 派博傳思   京公網安備110108008328 版權所有 All rights reserved
快速回復 返回頂部 返回列表
富蕴县| 长沙县| 清苑县| 探索| 榆社县| 师宗县| 永仁县| 三河市| 华容县| 华池县| 林西县| 财经| 杂多县| 吐鲁番市| 历史| 马山县| 长武县| 上思县| 福州市| 弥渡县| 五台县| 田东县| 平谷区| 景德镇市| 繁峙县| 兖州市| 柳河县| 尼玛县| 兴化市| 隆回县| 深泽县| 中阳县| 溧水县| 兖州市| 澄迈县| 梅州市| 临洮县| 美姑县| 张掖市| 柳河县| 措勤县|