The Art of Algorithm Design
暫譯: 演算法設計的藝術
Mohanty, Sachi Nandan, Tripathy, Pabitra Kumar, Satpathy, Suneeta
- 出版商: CRC
- 出版日期: 2021-10-18
- 售價: $6,820
- 貴賓價: 9.5 折 $6,479
- 語言: 英文
- 頁數: 298
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367555115
- ISBN-13: 9780367555115
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相關分類:
Algorithms-data-structures
海外代購書籍(需單獨結帳)
商品描述
The Art of Algorithm Design is a complementary perception of all books on algorithm design and is a roadmap for all levels of learners as well as professionals dealing with algorithmic problems. Further, the book provides a comprehensive introduction to algorithms and covers them in considerable depth, yet makes their design and analysis accessible to all levels of readers. All algorithms are described and designed with a pseudo-code to be readable by anyone with little acquaintances of programming.
In a nutshell, the book comprises a comprehensive set of problems and their solutions against each algorithm to demonstrate its executional assessment and complexity with an objective to:
- Understand the introductory concepts and design principles of algorithms and their complexities
- Demonstrate the programming implementations of all the algorithms using C-Language
- Be an excellent handbook on algorithms with self-explanatory chapters enriched with problems and solutions
While other books may also cover some of the same issues, this book is designed to be both versatile and complete as it traverses through step-by-step concepts and methods for analyzing each algorithmic complexity with pseudo-code examples. Moreover, the book provides an enjoyable primer to the field of algorithms.
This book is designed for undergraduates and postgraduates studying algorithm design.
Sachi Nandan Mohanty is an Associate Professor in the Department of Computer Engineering, College of Engineering Pune, India, with 11 years of teaching and research experience in Algorithm Design, Computer Graphics, and Machine Learning.
Pabitra Kumar Tripathy is the Head of the Department of Computer Science & Engineering, Kalam Institute of Technology, Berhampur, India, with 15 years of teaching experience in Programming Languages, Algorithms, and Theory of Computation.
Suneeta Satpathy is working as an Associate Professor in the Department of Computer Science at Sri Sri University, Cuttack, Odisha, India, with 13 years of teaching experience in Computer Programming, Problem-Solving Techniques, and Decision Mining.
商品描述(中文翻譯)
《演算法設計的藝術》是對所有演算法設計書籍的補充性認知，並為所有層級的學習者以及處理演算法問題的專業人士提供了一條路線圖。此外，本書對演算法提供了全面的介紹，並深入探討其內容，同時使其設計和分析對所有層級的讀者都能夠理解。所有演算法均以可讀的偽代碼進行描述和設計，讓對程式設計不太熟悉的人也能理解。
簡而言之，本書包含了一套全面的問題及其解決方案，針對每個演算法展示其執行評估和複雜性，目標是：
- 理解演算法的基本概念和設計原則及其複雜性
- 使用 C 語言展示所有演算法的程式實現
- 成為一本優秀的演算法手冊，章節自我解釋，並附有問題和解決方案
雖然其他書籍也可能涵蓋一些相同的主題，但本書旨在提供多功能且完整的內容，逐步介紹分析每個演算法複雜性的概念和方法，並提供偽代碼範例。此外，本書還為演算法領域提供了一個愉快的入門指南。
本書適合本科生和研究生學習演算法設計。
Sachi Nandan Mohanty 是印度普納工程學院計算機工程系的副教授，擁有 11 年的演算法設計、計算機圖形學和機器學習的教學和研究經驗。
Pabitra Kumar Tripathy 是印度貝漢普爾卡拉姆科技學院計算機科學與工程系的系主任，擁有 15 年的程式語言、演算法和計算理論的教學經驗。
Suneeta Satpathy 是印度奧里薩邦卡塔克的 Sri Sri 大學計算機科學系的副教授，擁有 13 年的計算機程式設計、問題解決技術和決策挖掘的教學經驗。
作者簡介
Dr.Sachi Nandan Mohanty, received his Postdoc from IIT Kanpur in the year 2019 and Ph.D. from IIT Kharagpur in the year 2015, with MHRD scholarship from Govt of India. He has recently joined as Associate Professor in the Department of Computer Science & Engineering at ICFAI Foundation for Higher Education Hyderabad. Prof. Mohanty research areas include Data mining, Big Data Analysis, Cognitive Science, Fuzzy Decision Making, Brain-Computer Interface, and Computational Intelligence. Prof. S N Mohanty has received 3 Best Paper Awards during his Ph.D at IIT Kharagpur from International Conference at Benjing, China, and the other at International Conference on Soft Computing Applications organized by IIT Rookee in the year 2013. He has published 20 research articles in SCI Journals. As a Fellow on Indian Society Technical Education (ISTE), The Institute of Engineering and Technology (IET), Computer Society of India (CSI), Member of Institute of Engineers and IEEE Computer Society, he is actively involved in the activities of the Professional Bodies/Societies. He has been bestowed with several awards which include Best Researcher Award from Biju Pattnaik University of Technology in 2019, Best Thesis Award(first Prize) from Computer Society of India in 2015, Outstanding Faculty in Engineering Award from Dept. of Higher Education, Govt. of Odisha in 2020. He has received International Travel fund from, SERB, Dept of Science and Technology, Govt. of India for chair the session international conferences USA in 2020. Currently he is the reviewer of various journals and published books with several publishers.
Mr. Pabitra Kumar Tripathy completed M.Tech in computer science from Berhampur university, Odisha in the year 2009. He also completed M.Sc. in mathematics from Khallikote Autonomous college Berhampur, Odisha in the year 2003. He is currently pursuing his Ph.D in computer science and Engineering at Biju Patnaik University of Technology. He is working as Head of Department in the department of Computer Science and Engineering at Kalam Institute of Technology, Berhampur. He is having 15 years of teaching and academic experience. His area of interest are Computer Graphics, Programming Languages, Algorithms, Theory of computation, Compiler design, Artificial Intelligence. He also have published 5 International journals and 2 Patients. He have published 5 number of books for Graduate students.
Dr. Suneeta Satpathy, received her Ph.D. from Utkal University, Bhubaneswar, Odisha, in the year 2015, with Directorate of Forensic Sciences, MHA scholarship from Govt of India. She is currently working as an Associate Professor in the Department of Computer Science & Engineering at College of Engineering Bhubaneswar (CoEB), Bhubaneswar. Her research interests include Computer Forensics, Cyber Security, Data Fusion, Data Mining, Big Data Analysis, Decision Mining and Machine Learning. In addition to research, she has guided many post-graduate and graduate students. She has published papers in many International Journals and conferences in repute. She has two Indian patents in her credit. Her professional activities include roles as editorial board member and/or reviewer of various journals. She is also editor of several books on the topic of Digital Forensics, Internet of Things, Machine Learning and Data Analytics to be published by leading publishers. She is a member of CSI, ISTE, OITS, ACM, IE, and IEEE.
作者簡介(中文翻譯)
Dr. Sachi Nandan Mohanty於2019年在印度理工學院坎普爾分校（IIT Kanpur）獲得博士後研究資格，並於2015年在印度理工學院卡拉格普爾分校（IIT Kharagpur）獲得博士學位，獲得印度政府的MHRD獎學金。他最近加入海得拉巴ICFAI高等教育基金會計算機科學與工程系擔任副教授。Mohanty教授的研究領域包括數據挖掘、大數據分析、認知科學、模糊決策、腦機介面和計算智能。在IIT Kharagpur攻讀博士期間，Mohanty教授在中國北京的國際會議上獲得3項最佳論文獎，並在2013年由IIT Rookee主辦的國際軟計算應用會議上獲得獎項。他在SCI期刊上發表了20篇研究文章。作為印度技術教育學會（ISTE）、工程與技術學會（IET）、印度計算機學會（CSI）的會員，以及工程師學會和IEEE計算機學會的成員，他積極參與專業機構/社團的活動。他獲得了多項獎項，包括2019年比朱·帕特奈克科技大學的最佳研究者獎、2015年印度計算機學會的最佳論文獎（第一名）以及2020年奧迪沙邦高等教育部的傑出工程師獎。他於2020年獲得印度政府科學與技術部SERB的國際旅行基金，以主持美國的國際會議會議。目前，他是多個期刊和出版商的書籍的審稿人。
Mr. Pabitra Kumar Tripathy於2009年在奧迪沙的貝漢普爾大學（Berhampur University）獲得計算機科學碩士學位，並於2003年在貝漢普爾的卡利科特自治學院（Khallikote Autonomous College）獲得數學碩士學位。他目前正在比朱·帕特奈克科技大學攻讀計算機科學與工程的博士學位。他擔任貝漢普爾卡拉姆科技學院計算機科學與工程系的系主任，擁有15年的教學和學術經驗。他的研究興趣包括計算機圖形學、程式語言、演算法、計算理論、編譯器設計和人工智慧。他已發表5篇國際期刊論文和2項專利，並為研究生出版了5本書籍。
Dr. Suneeta Satpathy於2015年在奧迪沙布巴內斯瓦爾的烏特卡爾大學（Utkal University）獲得博士學位，並獲得印度政府內政部法醫科學局的獎學金。她目前在布巴內斯瓦爾工程學院（College of Engineering Bhubaneswar, CoEB）擔任計算機科學與工程系的副教授。她的研究興趣包括計算機取證、網絡安全、數據融合、數據挖掘、大數據分析、決策挖掘和機器學習。除了研究外，她還指導了許多研究生和本科生。她在多個知名的國際期刊和會議上發表了論文，並擁有兩項印度專利。她的專業活動包括擔任多個期刊的編輯委員會成員和/或審稿人。她還是幾本有關數位取證、物聯網、機器學習和數據分析的書籍的編輯，這些書籍將由知名出版商出版。她是CSI、ISTE、OITS、ACM、IE和IEEE的成員。
