The new edition of an introductory text that teaches students the art of computational problem solving, covering topics ranging from simple algorithms to information visualization.
This book introduces students with little or no prior programming experience to the art of computational problem solving using Python and various Python libraries, including PyLab. It provides students with skills that will enable them to make productive use of computational techniques, including some of the tools and techniques of data science for using computation to model and interpret data. The book is based on an MIT course (which became the most popular course offered through MIT's OpenCourseWare) and was developed for use not only in a conventional classroom but in in a massive open online course (MOOC). This new edition has been updated for Python 3, reorganized to make it easier to use for courses that cover only a subset of the material, and offers additional material including five new chapters.
Students are introduced to Python and the basics of programming in the context of such computational concepts and techniques as exhaustive enumeration, bisection search, and efficient approximation algorithms. Although it covers such traditional topics as computational complexity and simple algorithms, the book focuses on a wide range of topics not found in most introductory texts, including information visualization, simulations to model randomness, computational techniques to understand data, and statistical techniques that inform (and misinform) as well as two related but relatively advanced topics: optimization problems and dynamic programming. This edition offers expanded material on statistics and machine learning and new chapters on Frequentist and Bayesian statistics.
Автор: Xin-She Yang Название: Bio-Inspired Computation and Applications in Image Processing ISBN: 0128045361 ISBN-13(EAN): 9780128045367 Издательство: Elsevier Science Рейтинг: Цена: 116780.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Bio-Inspired Computation and Applications in Image Processing summarizes the latest developments in bio-inspired computation in image processing, focusing on nature-inspired algorithms that are linked with deep learning, such as ant colony optimization, particle swarm optimization, and bat and firefly algorithms that have recently emerged in the field.
In addition to documenting state-of-the-art developments, this book also discusses future research trends in bio-inspired computation, helping researchers establish new research avenues to pursue.
Автор: Cristian S. Calude; Jarkko Kari; Ion Petre; Grzego Название: Unconventional Computation ISBN: 3642213405 ISBN-13(EAN): 9783642213403 Издательство: Springer Рейтинг: Цена: 55890.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book constitutes the refereed proceedings of the 10th International Conference on Unconventional Computation, UC 2011, held in Turku, Finland, in June 2011.
Автор: Jan Kratochvil; Angsheng Li; Jiri Fiala; Petr Kolm Название: Theory and Applications of Models of Computation ISBN: 3642135617 ISBN-13(EAN): 9783642135613 Издательство: Springer Рейтинг: Цена: 83850.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Constitutes the refereed proceedings of the 7th International Conference on Theory and Applications of Models of Computation, TAMC 2010, held in Prague, Czech Republic, in June 2010. This book presents the papers addressing the three main themes of the conference which were computability, complexity, and algorithms.
Автор: V??n?nen Название: Logic, Language, Information, and Computation ISBN: 3662529203 ISBN-13(EAN): 9783662529201 Издательство: Springer Рейтинг: Цена: 59630.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Edited in collaboration with FoLLI, the Association of Logic, Language and Information this book constitutes the refereed proceedings of the 23rd Workshop on Logic, Language, Information and Communication, WoLLIC 2016, held in Puebla, Mexico, in August 2016.
The 23 contributed papers, presented together with 9 invited lectures and tutorials, were carefully reviewed and selected from 33 submissions. The focus of the workshop is to provide a forum on inter-disciplinary research involving formal logic, computing and programming theory, and natural language and reasoning.
Автор: Serra Roberto Et Al Название: Artificial Life And Evolutionary Computation - Proceedings Of Wivace 2008 ISBN: 981428744X ISBN-13(EAN): 9789814287449 Издательство: World Scientific Publishing Рейтинг: Цена: 144670.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The Italian community in Artificial Life and Evolutionary computation has grown remarkably over the years. This book presents a collection of its major interests and achievements (including contributions from foreign countries). It provides a broad picture of the Italian activities in this field.
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