Foundations of Algorithms, 5/e (Paperback)
暫譯: 演算法基礎,第5版(平裝本)

Richard Neapolitan

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商品描述

Foundations of Algorithms, Fifth Edition offers a well-balanced presentation of algorithm design, complexity analysis of algorithms, and computational complexity. Ideal for any computer science students with a background in college algebra and discrete structures, the text presents mathematical concepts using standard English and simple notation to maximize accessibility and user-friendliness. Concrete examples, appendices reviewing essential mathematical concepts, and a student-focused approach reinforce theoretical explanations and promote learning and retention. C++ and Java pseudocode help students better understand complex algorithms. A chapter on numerical algorithms includes a review of basic number theory, Euclid's Algorithm for finding the greatest common divisor, a review of modular arithmetic, an algorithm for solving modular linear equations, an algorithm for computing modular powers, and the new polynomial-time algorithm for determining whether a number is prime. The revised and updated Fifth Edition features an all-new chapter on genetic algorithms and genetic programming, including approximate solutions to the traveling salesperson problem, an algorithm for an artificial ant that navigates along a trail of food, and an application to financial trading. With fully updated exercises and examples throughout and improved instructor resources including complete solutions, an Instructor’s Manual and PowerPoint lecture outlines, Foundations of Algorithms is an essential text for undergraduate and graduate courses in the design and analysis of algorithms. Key features include: • The only text of its kind with a chapter on genetic algorithms • Use of C++ and Java pseudocode to help students better understand complex algorithms • No calculus background required • Numerous clear and student-friendly examples throughout the text • Fully updated exercises and examples throughout • Improved instructor resources, including complete solutions, an Instructor’s Manual, and PowerPoint lecture outlines

商品描述(中文翻譯)

《演算法基礎(第五版)》提供了演算法設計、演算法的複雜度分析以及計算複雜度的良好平衡介紹。這本書非常適合具有大學代數和離散結構背景的計算機科學學生,使用標準英語和簡單符號來呈現數學概念,以最大化可讀性和使用友好性。具體的例子、回顧基本數學概念的附錄以及以學生為中心的方法強化了理論解釋,促進學習和記憶。C++ 和 Java 的偽代碼幫助學生更好地理解複雜的演算法。一章關於數值演算法的內容包括基本數論的回顧、用於尋找最大公因數的歐幾里得演算法、模運算的回顧、解決模線性方程的演算法、計算模冪的演算法,以及用於判斷一個數是否為質數的新多項式時間演算法。修訂和更新的第五版新增了一章關於遺傳演算法和遺傳編程的內容,包括旅行推銷員問題的近似解、一種沿著食物路徑導航的人工蟻演算法,以及應用於金融交易的案例。全書的練習題和例子均已全面更新,並改善了教學資源,包括完整解答、教學手冊和 PowerPoint 講義大綱。《演算法基礎》是本科和研究生演算法設計與分析課程的必備教材。主要特點包括:
• 唯一包含遺傳演算法章節的教材
• 使用 C++ 和 Java 偽代碼幫助學生更好地理解複雜演算法
• 不需要微積分背景
• 全書中有大量清晰且友好的學生範例
• 全書的練習題和例子均已全面更新
• 改善的教學資源,包括完整解答、教學手冊和 PowerPoint 講義大綱