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Author: Loiane Groner
Publisher: Novatec Editora
ISBN: 8575226932
Category : Computers
Languages : pt-BR
Pages : 43
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Book Description
Uma estrutura de dados é uma maneira particular de organizar dados em um computador com o intuito de usar os recursos de modo eficaz. As estruturas de dados e os algoritmos são a base de todas as soluções para qualquer problema de programação. Com este livro, você aprenderá a escrever códigos complexos e eficazes usando os recursos mais recentes da ES 2017. O livro Estruturas de dados e algoritmos com JavaScriptcomeça abordando o básico sobre JavaScript e apresenta a ECMAScript 2017, antes de passar gradualmente para as estruturas de dados mais importantes, como arrays, filas, pilhas e listas ligadas. Você adquirirá um conhecimento profundo sobre como as tabelas hash e as estruturas de dados para conjuntos funcionam, assim como de que modo as árvores e os mapas hash podem ser usados para buscar arquivos em um disco rígido ou para representar um banco de dados. Este livro serve como um caminho para você mergulhar mais fundo no JavaScript. Você também terá uma melhor compreensão de como e por que os grafos – uma das estruturas de dados mais complexas que há – são amplamente usados em sistemas de navegação por GPS e em redes sociais. Próximo ao final do livro, você descobrirá como todas as teorias apresentadas podem ser aplicadas para solucionar problemas do mundo real, trabalhando com as próprias redes de computador e com pesquisas no Facebook. Você aprenderá a: • declarar, inicializar, adicionar e remover itens de arrays, pilhas e filas; • criar e usar listas ligadas, duplamente ligadas e ligadas circulares; • armazenar elementos únicos em tabelas hash, dicionários e conjuntos; • explorar o uso de árvores binárias e árvores binárias de busca; • ordenar estruturas de dados usando algoritmos como bubble sort, selection sort, insertion sort, merge sort e quick sort; • pesquisar elementos em estruturas de dados usando ordenação sequencial e busca binária.
Author: Loiane Groner
Publisher: Novatec Editora
ISBN: 8575226932
Category : Computers
Languages : pt-BR
Pages : 43
Get Book Here
Book Description
Uma estrutura de dados é uma maneira particular de organizar dados em um computador com o intuito de usar os recursos de modo eficaz. As estruturas de dados e os algoritmos são a base de todas as soluções para qualquer problema de programação. Com este livro, você aprenderá a escrever códigos complexos e eficazes usando os recursos mais recentes da ES 2017. O livro Estruturas de dados e algoritmos com JavaScriptcomeça abordando o básico sobre JavaScript e apresenta a ECMAScript 2017, antes de passar gradualmente para as estruturas de dados mais importantes, como arrays, filas, pilhas e listas ligadas. Você adquirirá um conhecimento profundo sobre como as tabelas hash e as estruturas de dados para conjuntos funcionam, assim como de que modo as árvores e os mapas hash podem ser usados para buscar arquivos em um disco rígido ou para representar um banco de dados. Este livro serve como um caminho para você mergulhar mais fundo no JavaScript. Você também terá uma melhor compreensão de como e por que os grafos – uma das estruturas de dados mais complexas que há – são amplamente usados em sistemas de navegação por GPS e em redes sociais. Próximo ao final do livro, você descobrirá como todas as teorias apresentadas podem ser aplicadas para solucionar problemas do mundo real, trabalhando com as próprias redes de computador e com pesquisas no Facebook. Você aprenderá a: • declarar, inicializar, adicionar e remover itens de arrays, pilhas e filas; • criar e usar listas ligadas, duplamente ligadas e ligadas circulares; • armazenar elementos únicos em tabelas hash, dicionários e conjuntos; • explorar o uso de árvores binárias e árvores binárias de busca; • ordenar estruturas de dados usando algoritmos como bubble sort, selection sort, insertion sort, merge sort e quick sort; • pesquisar elementos em estruturas de dados usando ordenação sequencial e busca binária.
Author: Jay Wengrow
Publisher: Pragmatic Bookshelf
ISBN: 1680508059
Category : Computers
Languages : en
Pages : 714
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Book Description
Algorithms and data structures are much more than abstract concepts. Mastering them enables you to write code that runs faster and more efficiently, which is particularly important for today’s web and mobile apps. Take a practical approach to data structures and algorithms, with techniques and real-world scenarios that you can use in your daily production code, with examples in JavaScript, Python, and Ruby. This new and revised second edition features new chapters on recursion, dynamic programming, and using Big O in your daily work. Use Big O notation to measure and articulate the efficiency of your code, and modify your algorithm to make it faster. Find out how your choice of arrays, linked lists, and hash tables can dramatically affect the code you write. Use recursion to solve tricky problems and create algorithms that run exponentially faster than the alternatives. Dig into advanced data structures such as binary trees and graphs to help scale specialized applications such as social networks and mapping software. You’ll even encounter a single keyword that can give your code a turbo boost. Practice your new skills with exercises in every chapter, along with detailed solutions. Use these techniques today to make your code faster and more scalable.
Author: Michael T. Goodrich
Publisher: John Wiley & Sons
ISBN: 1118771338
Category : Computers
Languages : en
Pages : 736
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Book Description
The design and analysis of efficient data structures has long been recognized as a key component of the Computer Science curriculum. Goodrich, Tomassia and Goldwasser's approach to this classic topic is based on the object-oriented paradigm as the framework of choice for the design of data structures. For each ADT presented in the text, the authors provide an associated Java interface. Concrete data structures realizing the ADTs are provided as Java classes implementing the interfaces. The Java code implementing fundamental data structures in this book is organized in a single Java package, net.datastructures. This package forms a coherent library of data structures and algorithms in Java specifically designed for educational purposes in a way that is complimentary with the Java Collections Framework.
Author: Loiane Groner
Publisher: Packt Publishing Ltd
ISBN: 178355388X
Category : Computers
Languages : en
Pages : 307
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Book Description
Hone your skills by learning classic data structures and algorithms in JavaScript About This Book Understand common data structures and the associated algorithms, as well as the context in which they are used. Master existing JavaScript data structures such as array, set and map and learn how to implement new ones such as stacks, linked lists, trees and graphs. All concepts are explained in an easy way, followed by examples. Who This Book Is For If you are a student of Computer Science or are at the start of your technology career and want to explore JavaScript's optimum ability, this book is for you. You need a basic knowledge of JavaScript and programming logic to start having fun with algorithms. What You Will Learn Declare, initialize, add, and remove items from arrays, stacks, and queues Get the knack of using algorithms such as DFS (Depth-first Search) and BFS (Breadth-First Search) for the most complex data structures Harness the power of creating linked lists, doubly linked lists, and circular linked lists Store unique elements with hash tables, dictionaries, and sets Use binary trees and binary search trees Sort data structures using a range of algorithms such as bubble sort, insertion sort, and quick sort In Detail This book begins by covering basics of the JavaScript language and introducing ECMAScript 7, before gradually moving on to the current implementations of ECMAScript 6. You will gain an in-depth knowledge of how hash tables and set data structure functions, as well as how trees and hash maps can be used to search files in a HD or represent a database. This book is an accessible route deeper into JavaScript. Graphs being one of the most complex data structures you'll encounter, we'll also give you a better understanding of why and how graphs are largely used in GPS navigation systems in social networks. Toward the end of the book, you'll discover how all the theories presented by this book can be applied in real-world solutions while working on your own computer networks and Facebook searches. Style and approach This book gets straight to the point, providing you with examples of how a data structure or algorithm can be used and giving you real-world applications of the algorithm in JavaScript. With real-world use cases associated with each data structure, the book explains which data structure should be used to achieve the desired results in the real world.
Author: Robert Sedgewick
Publisher: Addison-Wesley Professional
ISBN: 0133799107
Category : Computers
Languages : en
Pages : 828
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Book Description
This book is Part I of the fourth edition of Robert Sedgewick and Kevin Wayne’s Algorithms, the leading textbook on algorithms today, widely used in colleges and universities worldwide. Part I contains Chapters 1 through 3 of the book. The fourth edition of Algorithms surveys the most important computer algorithms currently in use and provides a full treatment of data structures and algorithms for sorting, searching, graph processing, and string processing -- including fifty algorithms every programmer should know. In this edition, new Java implementations are written in an accessible modular programming style, where all of the code is exposed to the reader and ready to use. The algorithms in this book represent a body of knowledge developed over the last 50 years that has become indispensable, not just for professional programmers and computer science students but for any student with interests in science, mathematics, and engineering, not to mention students who use computation in the liberal arts. The companion web site, algs4.cs.princeton.edu contains An online synopsis Full Java implementations Test data Exercises and answers Dynamic visualizations Lecture slides Programming assignments with checklists Links to related material The MOOC related to this book is accessible via the "Online Course" link at algs4.cs.princeton.edu. The course offers more than 100 video lecture segments that are integrated with the text, extensive online assessments, and the large-scale discussion forums that have proven so valuable. Offered each fall and spring, this course regularly attracts tens of thousands of registrants. Robert Sedgewick and Kevin Wayne are developing a modern approach to disseminating knowledge that fully embraces technology, enabling people all around the world to discover new ways of learning and teaching. By integrating their textbook, online content, and MOOC, all at the state of the art, they have built a unique resource that greatly expands the breadth and depth of the educational experience.
Author: Sanjoy Dasgupta
Publisher: McGraw-Hill Higher Education
ISBN: 0077388496
Category : Computer algorithms
Languages : en
Pages : 338
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Book Description
This text, extensively class-tested over a decade at UC Berkeley and UC San Diego, explains the fundamentals of algorithms in a story line that makes the material enjoyable and easy to digest. Emphasis is placed on understanding the crisp mathematical idea behind each algorithm, in a manner that is intuitive and rigorous without being unduly formal. Features include:The use of boxes to strengthen the narrative: pieces that provide historical context, descriptions of how the algorithms are used in practice, and excursions for the mathematically sophisticated. Carefully chosen advanced topics that can be skipped in a standard one-semester course but can be covered in an advanced algorithms course or in a more leisurely two-semester sequence.An accessible treatment of linear programming introduces students to one of the greatest achievements in algorithms. An optional chapter on the quantum algorithm for factoring provides a unique peephole into this exciting topic. In addition to the text DasGupta also offers a Solutions Manual which is available on the Online Learning Center."Algorithms is an outstanding undergraduate text equally informed by the historical roots and contemporary applications of its subject. Like a captivating novel it is a joy to read." Tim Roughgarden Stanford University
Author: Michael T. Goodrich
Publisher: Wiley Global Education
ISBN: 1118476735
Category : Computers
Languages : en
Pages : 770
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Book Description
Based on the authors' market leading data structures books in Java and C++, this book offers a comprehensive, definitive introduction to data structures in Python by authoritative authors. Data Structures and Algorithms in Python is the first authoritative object-oriented book available for Python data structures. Designed to provide a comprehensive introduction to data structures and algorithms, including their design, analysis, and implementation, the text will maintain the same general structure as Data Structures and Algorithms in Java and Data Structures and Algorithms in C++. Begins by discussing Python's conceptually simple syntax, which allows for a greater focus on concepts. Employs a consistent object-oriented viewpoint throughout the text. Presents each data structure using ADTs and their respective implementations and introduces important design patterns as a means to organize those implementations into classes, methods, and objects. Provides a thorough discussion on the analysis and design of fundamental data structures. Includes many helpful Python code examples, with source code provided on the website. Uses illustrations to present data structures and algorithms, as well as their analysis, in a clear, visual manner. Provides hundreds of exercises that promote creativity, help readers learn how to think like programmers, and reinforce important concepts. Contains many Python-code and pseudo-code fragments, and hundreds of exercises, which are divided into roughly 40% reinforcement exercises, 40% creativity exercises, and 20% programming projects.
Author: Loiane Groner
Publisher: Novatec Editora
ISBN: 8575225537
Category : Computers
Languages : pt-BR
Pages : 35
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Book Description
Este livro apresenta o básico sobre a linguagem JavaScript e introduz a ECMAScript 7 antes de passar gradualmente para as implementações atuais da ECMAScript 6. Você vai adquirir um conhecimento profundo sobre como as tabelas hash e as estruturas de dados para conjuntos funcionam e de que modo as árvores e os mapas hash podem ser usados para buscar arquivos em um disco rígido ou representar um banco de dados. Este livro oferece um caminho acessível para conhecer JavaScript. Considerando que os grafos são uma das estruturas de dados mais complexas com as quais você poderá se deparar, também possibilitaremos uma melhor compreensão de como e por que eles são amplamente utilizados em sistemas de navegação por GPS e em redes sociais. Próximo ao final do livro, você descobrirá como todas as teorias apresentadas nele podem ser aplicadas em soluções do mundo real, trabalhando com as redes de seu próprio computador e com pesquisas no Facebook. A quem este livro se destina Se você é estudante de ciência da computação ou está iniciando a sua carreira na área de tecnologia e quer explorar os melhores recursos de JavaScript, este livro foi escrito para você. Será necessário ter um conhecimento básico de JavaScript e de lógica de programação para começar a se divertir com os algoritmos. O que você aprenderá com este livro • Declarar, inicializar, adicionar e remover itens de arrays, pilhas e filas • Ter habilidade no uso de algoritmos, como DFS (depth-first search, ou busca em profundidade) e BFS (breadth-first search, ou Busca em largura), para as estruturas de dados mais complexas • Dominar a criação de listas ligadas, listas duplamente ligadas e listas ligadas circulares • Armazenar elementos únicos em tabelas hash, dicionários e conjuntos • Usar árvores binárias e árvores binárias de busca • Ordenar estruturas de dados usando uma série de algoritmos, como bubble sort, insertion sort e quick sort
Author: Shi-kuo Chang
Publisher: World Scientific
ISBN: 9814486159
Category : Computers
Languages : en
Pages : 361
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Book Description
This is an excellent, up-to-date and easy-to-use text on data structures and algorithms that is intended for undergraduates in computer science and information science. The thirteen chapters, written by an international group of experienced teachers, cover the fundamental concepts of algorithms and most of the important data structures as well as the concept of interface design. The book contains many examples and diagrams. Whenever appropriate, program codes are included to facilitate learning.This book is supported by an international group of authors who are experts on data structures and algorithms, through its website at www.cs.pitt.edu/~jung/GrowingBook/, so that both teachers and students can benefit from their expertise.
Author: Bradley N. Miller
Publisher: Franklin Beedle & Associates
ISBN: 9781590282571
Category : Algorithms
Languages : en
Pages : 0
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Book Description
Thes book has three key features : fundamental data structures and algorithms; algorithm analysis in terms of Big-O running time in introducied early and applied throught; pytohn is used to facilitates the success in using and mastering data strucutes and algorithms.
