Data Structures and Algorithm Analysis in Java is an advanced algorithms book that fits between traditional CS2 and Algorithms Analysis courses. In the old ACM Curriculum Guidelines, this course was known as CS7. It is also suitable for a first-year graduate course in algorithm analysis
As the speed and power of computers increases, so does the need for effective programming and algorithm analysis. By approaching these skills in tandem, Mark Allen Weiss teaches readers to develop well-constructed, maximally efficient programs in Java.
Weiss clearly explains topics from binary heaps to sorting to NP-completeness, and dedicates a full chapter to amortized analysis and advanced data structures and their implementation. Figures and examples illustrating successive stages of algorithms contribute to Weiss’ careful, rigorous and in-depth analysis of each type of algorithm. A logical organization of topics and full access to source code complement the text’s coverage.
目 錄
Ch1: Introduction
Ch2: Algorithm Analysis
Ch3: Lists, Stacks, and Queues
Ch4: Trees
Ch5: Hashing
Ch6: Priority Queues (Heaps)
Ch7: Sorting
Ch8: The Disjoint Set Class
Ch9: Graph Algorithms
Ch10: Algorithm Design Techniques
Ch11: Amortized Analysis
Ch12: Advanced Data Structures and Implementation
