NOT AVAILABLE IN THE US OR CANADA. International Student Paperback Edition. Customers in the US and Canada must order the Cloth edition of this title.
Many exercises and problems have been added for this edition. The international paperback edition is no longer available; the hardcover is available worldwide.
This fourth edition has been updated throughout, with new chapters on matchings in bipartite graphs, online algorithms, and machine learning, and new material on such topics as solving recurrence equations, hash tables, potential functions, ...
Many exercises and problems have been added for this edition. The international paperback edition is no longer available; the hardcover is available worldwide.
The answer is algorithms. And how do these mathematical formulations translate themselves into your GPS, your laptop, or your smart phone? This book offers an engagingly written guide to the basics of computer algorithms.
The best algorithms are undergirded by beautiful mathematics. This text cuts across discipline boundaries to highlight some of the most famous and successful algorithms.
Introduction to Algorithms for Data Mining and Machine Learning introduces the essential ideas behind all key algorithms and techniques for data mining and machine learning, along with optimization techniques.
Like the first edition, this text can also be used for self-study by technical professionals since it discusses engineering issues in algorithm design as well as the mathematical aspects.
The material is suitable for undergraduates or first-year graduates who need only review Chapters 1 -4. * This book may be used for a one-semester introductory course (based on Chapters 1-4 and portions of the chapters on algorithm design, ...
5 from unit : 1 2 3 4 5 to unit : 1 000 00 2 0 0 0 0 0 3 LLOOO 4 L L 0 0 0 5 0 0 L L 0 3 4 1 2 chromosome : 0000000000110001100000110 Figure 2.21 An illustration of Miller , Todd , and Hegde's representation scheme .
Line-by-line breakdowns of the code will teach you how to use algorithms and data structures like: The breadth-first search algorithm to find the optimal way to play a board game or find the best way to translate a book Dijkstra's algorithm ...