Foundations of Algorithms, 5/e (Paperback)

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》提供了一個平衡的演算法設計、演算法複雜度分析和計算複雜度的介紹。適合具備大學代數和離散結構背景的計算機科學學生,本書使用標準英語和簡單符號來呈現數學概念,以提高可讀性和易用性。具體的例子、附錄回顧基本數學概念以及以學生為中心的方法,強化了理論解釋並促進學習和記憶。C++和Java的偽代碼幫助學生更好地理解複雜的演算法。數值演算法的章節包括基本數論的回顧、尋找最大公因數的歐幾里得演算法、模運算的回顧、解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的多項式時間演算法。修訂和更新的第五版增加了一個全新的遺傳演算法和遺傳編程的章節,包括解決旅行推銷員問題的近似解法、一個模擬螞蟻沿著食物軌跡尋找的演算法,以及在金融交易中的應用。全書的習題和例子都經過全面更新,並提供了改進的教學資源,包括完整的解答、教師手冊和PowerPoint講義大綱。《演算法基礎》是設計和分析演算法的本科和研究生課程的必備教材。主要特點包括:•唯一一本包含遺傳演算法章節的教材•使用C++和Java的偽代碼幫助學生更好地理解複雜的演算法•無需微積分背景•全書充滿了清晰且學生友好的例子•全書的習題和例子都經過全面更新•改進的教學資源,包括完整的解答、教師手冊和PowerPoint講義大綱