Beginning Algorithms (Wrox Beginning Guides) (Paperback)

by Simon Harris (Author), James Ross (Author) "This journey into the world of algorithms begins with some preparation and background information..." (more)
Key Phrases: assert list, public object set, public boolean delete, Java Memory Profiler, Class Method, Javalang Object (more...)

Editorial Reviews

Product Description
Beginning Algorithms

A good understanding of algorithms, and the knowledge of when to apply them, is crucial to producing software that not only works correctly, but also performs efficiently. This is the only book to impart all this essential information-from the basics of algorithms, data structures, and performance characteristics to the specific algorithms used in development and programming tasks.

Packed with detailed explanations and instructive examples, the book begins by offering you some fundamental data structures and then goes on to explain various sorting algorithms. You'll then learn efficient practices for storing and searching by way of hashing, trees, sets, and maps. The authors also share tips on optimization techniques and ways to avoid common performance pitfalls. In the end, you'll be prepared to build the algorithms and data structures most commonly encountered in day-to-day software development.

What you will learn from this book

• The basics of algorithms, such as iteration and recursion
• Elementary data structures such as lists, stacks, and queues
• Basic and advanced sorting algorithms including insertion sort, quicksort, and shell sort
• Advanced data structures such as binary trees, ternary trees, and heaps
• Algorithms for string searching, string matching, hashing, and computational geometry
• How to use test-driven development techniques to ensure your code works as intended
• How to dramatically improve the performance of your code with hands-on techniques for profiling and optimization

Who this book is for

This book is for anyone who develops applications, or is just beginning to do so, and is looking to understand algorithms and data structures. An understanding of computer programming is beneficial.

Wrox Beginning guides are crafted to make learning programming languages and technologies easier than you think, providing a structured, tutorial format that will guide you through all the techniques involved.

From the Back Cover
Beginning Algorithms

A good understanding of algorithms, and the knowledge of when to apply them, is crucial to producing software that not only works correctly, but also performs efficiently. This is the only book to impart all this essential information—from the basics of algorithms, data structures, and performance characteristics to the specific algorithms used in development and programming tasks.

Packed with detailed explanations and instructive examples, the book begins by offering you some fundamental data structures and then goes on to explain various sorting algorithms. You'll then learn efficient practices for storing and searching by way of hashing, trees, sets, and maps. The authors also share tips on optimization techniques and ways to avoid common performance pitfalls. In the end, you'll be prepared to build the algorithms and data structures most commonly encountered in day-to-day software development.

What you will learn from this book

• The basics of algorithms, such as iteration and recursion
• Elementary data structures such as lists, stacks, and queues
• Basic and advanced sorting algorithms including insertion sort, quicksort, and shell sort
• Advanced data structures such as binary trees, ternary trees, and heaps
• Algorithms for string searching, string matching, hashing, and computational geometry
• How to use test-driven development techniques to ensure your code works as intended
• How to dramatically improve the performance of your code with hands-on techniques for profiling and optimization

Who this book is for

This book is for anyone who develops applications, or is just beginning to do so, and is looking to understand algorithms and data structures. An understanding of computer programming is beneficial.

Wrox Beginning guides are crafted to make learning programming languages and technologies easier than you think, providing a structured, tutorial format that will guide you through all the techniques involved.

See all Editorial Reviews

Product Details

• Paperback: 600 pages
• Publisher: Wrox (November 7, 2005)
• Language: English
• ISBN-10: 0764596748
• ISBN-13: 978-0764596742
• Product Dimensions: 9 x 7.4 x 1.3 inches
• Shipping Weight: 2 pounds (View shipping rates and policies)
• Average Customer Review: 3.2 out of 5 stars See all reviews (6 customer reviews)
• Amazon.com Sales Rank: #256,833 in Books (See Bestsellers in Books)

Customer Reviews

Most Helpful Customer Reviews

21 of 24 people found the following review helpful:

5.0 out of 5 stars the book's examples are in Java, November 12, 2005

By	W Boudville (Terra, Sol 3) - See all my reviews (TOP 50 REVIEWER)    (REAL NAME)

Neither the front or back cover says this, so I will. The source code examples in this book are all written in Java. I suspect the book is being a little coy about this because the authors want to maximise the potential audience. Fair enough. Granted, the text mentions Java immediately inside, but you have to actually open a physical copy, to see this.

If you are already conversant in Java, that's great, because the book offers an indepth guide to several crucial classes. But what if you program in C++ or C#? In the Standard Template Library for C++ and in the default libraries for C#, you should be able to easily find the equivalent classes to those used in the text. Of course, you will then have to rewrite the examples that use those classes. Straightforward. None of the examples are long. And since this book is fundamentally about computations, and not about making a user interface, the syntax for using the system classes is roughly the same, across these languages. Also, some examples might use the object oriented property of extending a base class. As you can do this in C++ and C#, there is no problem here either. A problem might have arisen if the authors had used C++ with multiple inheritance, because Java and C# forbid this. But since they didn't, it's not an issue. As an OO language, Java is actually pretty minimal.

Another way of looking at the topic of your language is that if you don't use Java, you can potentially use the book to better effect. Because you can't simply copy the Java code, then you have to actually get an accurate understanding of what it is doing, before manually recoding.

The text covers the most common structures and methods for using those structures, that you are likely to need. Lists, stacks, iteration, recursion, queues, sorting, searching, hashing etc. Some of these subjects have immense depth. For example, sorting and searching takes up one volume of Knuth's "Art of Computer Programming". But that is a very advanced text, and ill suited to someone new to the basic algorithms. Harris and Ross give you enough complexity to be challenging and understandable. While perhaps giving some indications as to more intricate underlying issues.

As alluded to above, if you proceed through the text, several important Java classes are used. Vector, List, Hashtable, HashSet and others. You would be well advised to gain fluency in these, as the book shows how they form the basis of much computational work. You also get an appreciation for the beauty of Java, inasmuch as it comes with those classes. While you could certainly write these from scratch, not having to do so is a huge timesaver. And by using the system classes, you are assured of very stable, highly debugged classes.

8 of 8 people found the following review helpful:

5.0 out of 5 stars Important to have around for a couple of reasons..., December 9, 2005

By	Thomas Duff "Duffbert" (Portland, OR United States) - See all my reviews (TOP 50 REVIEWER)    (REAL NAME)

It's pretty easy these days to use a programming language and the high level of abstraction it can offer to avoid understanding certain programming fundamentals like lists, queues, and stacks. It's for sure that I've gotten away with it. But if you're just starting out in programming (or if you're trying to fill in some gaps), you might be interested in Beginning Algorithms by Simon Harris and James Ross. They do a nice job of making a complex subject approachable...

Contents: Getting Started; Iteration and Recursion; Lists; Queues; Stacks; Basic Sorting; Advanced Sorting; Priority Queues; Binary Searching and Insertion; Binary Search Trees; Hashing; Sets; Maps; Ternary Search Trees; B-Trees; String Searching; String Matching; Computational Geometry; Pragmatic Optimization; Further Reading; Resources; Bibliography; Answers to Exercises; Index

Harris and Ross take you through the basic programming algorithms using Java as the base language. Rather than just tell you "use this Java class to do a Hash", they explain the underlying concept and then have you build an implementation of that concept in code. After you've taken the time to write the methods and classes by hand, you'll end up with a pretty complete understanding of that algorithm in a way that just using provided classes can't offer. Another commendable point in this book is that they start off each algorithm coding exercise by building unit tests first. That way, you can be assured that the code you write does everything it's supposed to do, and further tweaks to improve the logic don't lead to the introduction of bugs. Very solid approach...

I will end up keeping this book around for a couple of purposes. First, I'm sure to end up referring to it when I need to understand a certain fundamental like Soundex or searching. I'll get more out of this book and it's focus on practicality than I would out of some academic treatise on the subject. And second, if I have to code something related to one of these algorithms, I'll have some good example code to pull from. Can't ask much more from a book than that...

If this is a weak point in your programming portfolio, getting a copy of this book to study and reference would be a good investment in your career.

4 of 4 people found the following review helpful:

2.0 out of 5 stars An unnecessary blend of topics, May 8, 2007

By	Scott A. Johnson (Roslindale, MA USA) - See all my reviews (REAL NAME)

While the basic data structure and algorithm content is fine, the "marriage" of test driven development/JUnit and DS&A is completely unnecessary and, to my mind, seriously damages this book. There's nothing wrong with test driven development and there's nothing wrong with JUnit. But to suggest that it's necessary to force the two together (ad nauseum!) for every single structure is just false. Really, after the first one or two test cases the JUnit stuff gets really tired and it should be obvious to the reader how to continue on with it. This is much like introductory OOD texts trying to munge software engineering principles throughout. A better title for this text would be "A Test Drive Approach to Beginning Algorithms with Java and JUnit". There are those who agree with the Beck Test Driven Development, there are those who disagree. But a linked list is a linked list. At this level, the important material consists of the basic data structures, the algorithms which manipulate them, recursion and some sense of when to choose which structure/algorithm. This material, in my opinion, should be concentrated on without the unit testing - leave unit testing to a text covering general programming best practices. A much better choice for an intro to DS&A in Java is Robert Lafore's "Data Structures and Algorithms in Java".