Data Structures and Algorithms

This textbook provides an in depth course on data structures in the context of object oriented development. Its main themes are abstraction, implementation, encapsulation, and measurement: that is, that the software process begins with abstraction of data types, which then lead to alternate representations and encapsulation, and finally to resource measurement. A clear object oriented approach, making use of Booch components, will provide readers with a useful library of data structure components and experience in software reuse. Students using this book are expected to have a reasonable understanding of the basic logical structures such as stacks and queues. Throughout, Ada 95 is used and the author takes full advantage of Ada's encapsulation features and the ability to present specifications without implementational details. Ada code is supported by two suites available over the World Wide Web.

Inhalt
1 Preliminaries.- 1.1 Object-Oriented Software Development.- 1.2 Problem Analysis.- 1.3 Solution Design.- 1.4 Design to Implementation.- 1.5 Software Maintenance.- 1.6 Data Structures and Algorithms.- 1.7 Ada 95.- 1.8 Simple Static Types.- 1.9 Structured Data Types.- 1.10 Explorations.- 2 Encapsulation.- 2.1 Concept.- 2.2 Packaging Fundamentals.- 2.3 Using Generic Packages.- 2.4 Object-Oriented Support.- 2.5 Using Object-Oriented Packaging.- 2.6 A Taxonomy of Client/Package Visibility.- 2.7 Composability.- 2.8 Child Units.- 2.9 Explorations.- 3 Stacks.- 3.1 Linear Structures.- 3.2 Elementary Stacks.- 3.3 Advanced Features.- 3.4 Iterators.- 3.5 Explorations.- 4 Queues.- 4.1 Elementary Queues.- 4.2 Advanced Features.- 4.3 Iterators.- 4.4 Explorations.- 5 Lists.- 5.1 Recursive Paradigm.- 5.2 Positional Paradigm.- 5.3 Explorations.- 6 Trees.- 6.1 Nonlinear Structures.- 6.2 Binary Trees, Positional Paradigm.- 6.3 Binary Trees, Recursive Paradigm.- 6.4 Tree Traversals.- 6.5 Complete Trees.- 7 Tree Applications.- 7.1 Tree Restructuring.- 7.2 Heaps.- 7.3 Dictionary Trees.- 7.4 Explorations.- 8 Graphs.- 8.1 Graphs and Digraphs.- 8.2 Digraph Specifications.- 8.3 Matrix Representation.- 8.4 Table Representation.- 8.5 Dynamic Representation.- 8.6 Applications.- 8.7 Explorations.- 9 Sets.- 9.1 Specifications.- 9.2 Static Representation.- 9.3 Dynamic Representation.- 9.4 Hashing Representation.- 9.5 Hamming Codes.- 9.6 Bags.- 9.7 Explorations.- 10 Strings.- 10.1 Specifications.- 10.2 Static Representations.- 10.3 Dynamic Representations.- 10.4 String Search Algorithms.- 10.5 Tradeoffs.- 10.6 Explorations.- 11 Sorting.- 11.1O(n2)Sorts.- 11.2 Better Sorts.- 11.3O(nlogn)Sorts.- 11.4 Explorations.- 12 Search/Update.- 12.1 Sequential Search.- 12.2 Bisection Method Search.- 12.3 Block Sequential Search/Update.- 12.4 Address Calculation Search/Update.- 12.5 Hashing.- 12.6 Evaluation.- 12.7 Explorations.- References.