Algorithms in Action by Victor Savvich

Algorithms in Action by Victor Savvich

Algorithms in Action effectively introduces students to a variety of techniques for designing algorithms with a focus on developing intuitive understanding. Readers learn how to successfully construct foundational algorithms, preparing them for more advanced courses in the discipline, as well as professional application. Over the course of nine chapters, students learn fundamental concepts critical to the development of algorithms, paired with detailed visual representations that walk readers step-by-step through algorithm execution. The text begins with a review of runtime complexity, lower bound for sorting, and trees and graphs, then moves into more complex topical areas, including amortized analysis, heaps, dynamic programming, network flow, linear programming, and NP-completeness. The book includes over 160 figures, as well as review questions and exercises at the end of each chapter, to encourage learning, retention, practice, and application. The revised first edition features corrections throughout the text, as well as an updated preface that underscores the book's value and outlines the ways in which it fits within a graduate student's course progression. Developed to provide students with an approachable and effective introduction to algorithm design,Algorithms in Action is an ideal resource for advanced undergraduate or master-level courses in computer science or related technical disciplines. Foundational knowledge of discrete mathematics, data structures, and calculus is recommended as a prerequisite.

Victor Savvich has taught courses in machine learning, algorithm analysis, mathematics, programming, and computer science nationally and internationally. His academic areas of interest include applied computational mathematics, computer algebra, experimental mathematics, and pen-based computing.

SKU	Non disponible
ISBN 13	9781793588876
ISBN 10	1793588872
Titre	Algorithms in Action
Auteur	Victor Savvich
État	Non disponible
Type de reliure	Paperback
Éditeur	Cognella, Inc
Année de publication	2022-12-06
Nombre de pages	190
Note de couverture	La photo du livre est présentée à titre d'illustration uniquement. La reliure, la couverture ou l'édition réelle peuvent varier.
Note	Non disponible