Algorithm and Design Complexity
暫譯: 演算法與設計複雜度

Sherine, Anli, Jasmine, Mary, Peter, Geno

  • 出版商: CRC
  • 出版日期: 2023-05-04
  • 售價: $5,180
  • 貴賓價: 9.5$4,921
  • 語言: 英文
  • 頁數: 182
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032409320
  • ISBN-13: 9781032409320
  • 相關分類: Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Computational complexity is critical in analysis of algorithms and is important to be able to select algorithms for efficiency and solvability. Algorithm and Design Complexity initiates with discussion of algorithm analysis, time-space trade-off, symptotic notations, and so forth. It further includes algorithms that are definite and effective, known as computational procedures. Further topics explored include divide-and-conquer, dynamic programming, and backtracking.

Features:

  • Includes complete coverage of basics and design of algorithms
  • Discusses algorithm analysis techniques like divide-and-conquer, dynamic programming, and greedy heuristics
  • Provides time and space complexity tutorials
  • Reviews combinatorial optimization of Knapsack problem
  • Simplifies recurrence relation for time complexity

This book is aimed at graduate students and researchers in computers science, information technology, and electrical engineering.

商品描述(中文翻譯)

計算複雜度在算法分析中至關重要,能夠選擇高效且可解的算法也非常重要。《算法與設計複雜度》一書首先討論算法分析、時間與空間的權衡、漸進符號等主題。接著,書中還包括了明確且有效的算法,稱為計算程序。進一步探討的主題包括分治法、動態規劃和回溯法。

特色:
- 包含算法基礎和設計的完整覆蓋
- 討論算法分析技術,如分治法、動態規劃和貪婪啟發式
- 提供時間和空間複雜度的教學
- 回顧背包問題的組合優化
- 簡化時間複雜度的遞迴關係

本書針對計算機科學、資訊技術和電機工程的研究生和研究人員。

作者簡介

Anli Sherine graduated with the Bachelor of Technology (B.Tech) in Information Technology from Anna University, India subsequently completed her Master of Engineering (M.Eng) in Computer Science Engineering from Anna University, India. Currently working with the School of Computing and Creative Media of University of Technology Sarawak, Malaysia. She is a member of Malaysian board of technologist (MBOT). Her research interest includes but not limited to Cryptography, Mobile Computing and Digital Image processing.

Mary Jasmine is currently working as an Assistant Professor in the Department of Computer Science and Engineering at Sri Sairam College of Engineering, India. She received her Master of Engineering (M.Eng) in Computer Science Engineering from Anna University, India. She received her Bachelor of Engineering (B.Eng) in Computer Science Engineering from Anna University, India. Her research interest is in the area of machine learning technique for Big Data Analytics and its applications.

Dr. Geno Peter, graduated with the Bachelor of Engineering (B.Eng) in Electrical & Electronics Engineering from Bharathiar University, India subsequently completed Master of Engineering (M.Eng) in Power Electronics & Drives from Karunya University, India, then received the Doctor of Philosophy (Ph.D) in Electrical Engineering from Anna University, India. He started his career as Test Engineer with General Electricals (Transformer Manufacturing Company) in India, subsequently worked with Emirates Transformer & Switchgear, Dubai as Test Engineer and then with Al-Ahleia Switchgear Company, Kuwait as Quality Assurance Engineer. He is a trained person to work on HAEFELY, Impulse Test system, Switzerland. He is a trained person to work on Morgan Schaffer, Dissolved Gas Analyzer Test system, Canada. His research interests is in Transformers, Power Electronics, Power Systems & Switchgears. He has trained Engineers from "Government Electricity board", India on the various testing in transformers. He has given hands on training for Engineers from different Oil and Gas Companies in Dubai and Kuwait on testing of Transformers and switchgears. He has published his Research findings in 41 International and National Journals. He has presented his research findings in 17 International Conferences. He is the author of the book title "A Typical Switchgear Assembly". He is a Chartered Engineer and Professional Engineer of Institution of Engineers (India).

Dr. S. Albert Alexander was a Postdoctoral Research Fellow from Northeastern University, Boston, Massachusetts, USA. He is the recipient of prestigious Raman Research Fellowship from the University Grants Commission (Government of India). His current research focuses on fault diagnostic systems for solar energy conversion systems and smart grids. He has 15 years of academic and research experience. He has published 45 technical papers in International and National journals (including IEEE Transactions, IET, Elsevier, Taylor & Francis, Wiley etc., ) and presented 45 papers at national and international conferences. He has completed 4 Government of India-funded projects and 3 projects are under progress with the overall grant amount of Rs.2.3 crores. His PhD work on power quality earned him a National Award from ISTE, and he has received 23 awards for his meritorious academic and research career (such as Young Engineers Award from IE(I), Young Scientist Award from SPRERI, Gujarat etc., ). He has also received the National Teaching Innovator Award from MHRD (Government of India). He is an approved "Margadarshak" from AICTE (Government of India). He is the approved Mentor for Change under Atal Innovation Mission. He has guided 35 graduate and postgraduate projects. He is presently guiding 6 research scholars and 5 completed their Ph.D... He is a member and in prestigious positions in various national and international forums (such as Senior Member, IEEE and Vice President for Energy Conservation Society, India etc., ). He has been an invited speaker in 220 programs covering nine Indian states and also at USA. He has organized 11 events, including faculty development programs, workshops, and seminars. He completed his graduate program in Electrical and Electronics Engineering from Bharathiar University and his postgraduate program from Anna University, India. Presently he is working as a Professor in the Department of EEE, Kongu Engineering College and also doing research work in smart grids, solar PV, and power quality improvement techniques. He has authored several books in his areas of interest.

作者簡介(中文翻譯)

安利·謝琳(Anli Sherine)畢業於印度安娜大學(Anna University)的資訊科技學士學位(B.Tech),隨後完成了印度安娜大學的計算機科學工程碩士學位(M.Eng)。目前在馬來西亞沙勞越科技大學(University of Technology Sarawak)的計算與創意媒體學院工作。她是馬來西亞技術專家委員會(Malaysian Board of Technologist, MBOT)的成員。她的研究興趣包括但不限於密碼學、行動計算和數位影像處理。

瑪麗·賈斯敏(Mary Jasmine)目前在印度斯里賽拉姆工程學院(Sri Sairam College of Engineering)的計算機科學與工程系擔任助理教授。她在印度安娜大學獲得計算機科學工程碩士學位(M.Eng),並在同一所大學獲得計算機科學工程學士學位(B.Eng)。她的研究興趣集中在大數據分析及其應用的機器學習技術領域。

吉諾·彼得博士(Dr. Geno Peter)畢業於印度巴哈提亞大學(Bharathiar University)的電氣與電子工程學士學位(B.Eng),隨後在印度卡魯尼亞大學(Karunya University)完成電力電子與驅動碩士學位(M.Eng),並在印度安娜大學獲得電氣工程博士學位(Ph.D)。他以測試工程師的身份在印度通用電氣(General Electricals,變壓器製造公司)開始職業生涯,隨後在杜拜的阿聯酋變壓器與開關設備公司(Emirates Transformer & Switchgear)擔任測試工程師,然後在科威特的阿哈利亞開關設備公司(Al-Ahleia Switchgear Company)擔任品質保證工程師。他是瑞士HAEFELY脈衝測試系統的訓練人員,也是加拿大摩根·沙弗(Morgan Schaffer)溶解氣體分析儀測試系統的訓練人員。他的研究興趣包括變壓器、電力電子、電力系統和開關設備。他曾對印度「政府電力局」(Government Electricity Board)的工程師進行變壓器各種測試的培訓,並為來自杜拜和科威特的不同石油和天然氣公司的工程師提供變壓器和開關設備測試的實作訓練。他在41本國際和國內期刊上發表了研究成果,並在17個國際會議上展示了他的研究成果。他是書籍《典型開關設備組裝》(A Typical Switchgear Assembly)的作者。他是印度工程師協會(Institution of Engineers, India)的特許工程師和專業工程師。

S. 阿爾伯特·亞歷山大博士(Dr. S. Albert Alexander)曾是美國麻薩諸塞州波士頓的東北大學(Northeastern University)的博士後研究員。他是印度大學資助委員會(University Grants Commission, Government of India)頒發的著名拉曼研究獎學金(Raman Research Fellowship)獲得者。他目前的研究重點是太陽能轉換系統和智慧電網的故障診斷系統。他擁有15年的學術和研究經驗。他在國際和國內期刊上發表了45篇技術論文(包括IEEE Transactions、IET、Elsevier、Taylor & Francis、Wiley等),並在國內外會議上發表了45篇論文。他完成了4個印度政府資助的項目,另外3個項目正在進行中,總資助金額為230萬盧比。他的博士研究工作關於電能品質,獲得了ISTE的國家獎,並因其優秀的學術和研究生涯獲得了23個獎項(如印度工程師協會的青年工程師獎、古吉拉特州SPRERI的青年科學家獎等)。他還獲得了印度政府人力資源發展部(MHRD)頒發的國家教學創新獎。他是印度政府AICTE認可的「Margadarshak」,並且是Atal Innovation Mission的變革導師。他指導了35個本科和研究生項目,目前指導6名研究學者,5名已完成博士學位。他是多個國內外論壇的成員並擔任重要職位(如IEEE的高級會員和印度能源保護協會的副會長等)。他在220個活動中擔任受邀演講者,涵蓋九個印度州以及美國。他組織了11個活動,包括教職員發展計劃、研討會和工作坊。他在巴哈提亞大學完成了電氣與電子工程的本科課程,並在印度安娜大學完成了研究生課程。目前,他在孔古工程學院(Kongu Engineering College)的電氣與電子工程系擔任教授,並在智慧電網、太陽能光伏和電能品質改善技術方面進行研究。他在其研究興趣領域撰寫了多本書籍。