【原文書】 書名:Introduction to the Design and Analysis of Algorithms: a strategic approach 2/e 作者:R.C.T. Lee、S.S. Tseng、R.C. Chang、Y.T. Tsai 出版社:McGrawHill 出版日期:2005/12 ISBN:9780071085762 內容介紹 Description Communication network design, VLSI layout and DNA sequence analysis are important and challenging problems that cannot be solved by naive and straightforward algorithms. Thus, it is critical for a computer scientist to have a good knowledge of algorithm design and analysis. This book presents algorithm design from the viewpoint of strategies. Each strategy is introduced with many algorithms designed under the strategy. Each algorithm is presented with many examples and each example with many figures. In recent years, many approximation algorithms have been developed. Introduction to the Design and Analysis of Algorithms presents two important concepts clearly: PTAS and NPO-complete. This book also discusses the concept of NP-completeness before introducing approximation algorithms. Again, this is explained through examples which make sure that the students have a definite idea about this very abstract concept. In addition, this book also has a chapter on on-line algorithms. Each on-line algorithm is introduced by first describing the basic principle behind it. Amortized analysis is a new field in algorithm research. In this book, detailed descriptions are given to introduce this new and difficult-to-understand concept. This book can be used as a textbook by senior undergraduate students or master level graduate students in computer science. 目錄 Table of Contents 1 Introduction 2 The complexity of algorithms and the lower bounds of problems 3 The greedy method 4 The divide-and-conquer strategy 5 Tree searching strategies 6 Prune-and-search 7 Dynamic programming 8 The theory of NP-completeness 9 Approximation algorithms 10 Amortized analysis 11 Randomized algorithms 12 On-line algorithms
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原文書資訊 書名:Computer Organization and Design MIPS Edition: The Hardware/Software Interface 6/E 2021 <MK> 作者: David A. Patterson ISBN: 9780128201091 出版社: Morgan Kaufmann 出版年: 2021年 書籍內容: Table of Contents 1. Computer Abstractions and Technology 2. Instructions: Language of the Computer 3. Arithmetic for Computers 4. The Processor 5. Large and Fast: Exploiting Memory Hierarchy 6. Parallel Processors from Client to Cloud Appendix A. Assemblers, Linkers, and the SPIM Simulator B. The Basics of Logic Design C. Graphics and Computing GPUs D. Mapping Control to Hardware E. A Survey of RISC Architectures for Desktop, Server, and Embedded Computers 中文書資訊 書名: 計算機組織與設計: 硬體/軟體的介面 5/e (Patterson: Computer Organization and Design 5/e)(Asian Edition)5/E 2015 <東華> 作者: 鍾崇斌、楊惠親 譯 Patterson ISBN: 9789574838110 出版社: 東華 出版年: 2015年 書籍內容: 1 計算機抽象化與科技 2指令:計算機的語言 3計算機的算術 4處理器 5大且快:利用記憶體階層 6從客戶端到雲端的平行處理器 附錄A 組譯器、聯結器與SPIM模擬器 附錄B TH-2 天河二號高效能計算系統 附錄F 晶片上網路
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