The Design of Dynamic Data Structures

The Design of Dynamic Data Structures
Author: Mark H. Overmars
Publisher: Springer Science & Business Media
Total Pages: 194
Release: 1983
Genre: Computers
ISBN: 9783540123309

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In numerous computer applications there is a need of storing large sets of objects in such a way that some questions about those objects can be answered efficiently. Data structures that store such sets of objects can be either static (built for a fixed set of objects) or dynamic (insertions of new objects and deletions of existing objects can be performed). Especially for more complex searching problems as they arise in such fields as computational geometry, database design and computer graphics, only static data structures are available. This book aims at remedying this lack of flexibility by providing a number of general techniques for turning static data structures for searching problems into dynamic structures. Although the approach is basically theoretical, the techniques offered are often practically applicable. The book is written in such a way that it is readable for those who have some elementary knowledge of data structures and algorithms. Although this monograph was first published in 1983, it is still unique as a general treatment of methods for constructing dynamic data structures.

Design of Dynamic Data Structures

Design of Dynamic Data Structures
Author: Mark H Overmars
Publisher:
Total Pages: 181
Release: 1987
Genre: Application software
ISBN:

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In numerous computer applications there is a need of storing large sets of objects in such a way that some questions about those objects can be answered efficiently. Data structures that store such sets of objects can be either static (built for a fixed set of objects) or dynamic (insertions of new objects and deletions of existing objects can be performed). Especially for more complex searching problems as they arise in such fields as computational geometry, database design and computer graphics, only static data structures are available. This book aims at remedying this lack of flexibility by providing a number of general techniques for turning static data structures for searching problems into dynamic structures. Although the approach is basically theoretical, the techniques offered are often practically applicable. The book is written in such a way that it is readable for those who have some elementary knowledge of data structures and algorithms. Although this monograph was first published in 1983, it is still unique as a general treatment of methods for constructing dynamic data structures.

Dynamic Data Structures

Dynamic Data Structures
Author: Casper Kejlberg-Rasmussen
Publisher:
Total Pages: 78
Release: 2013
Genre:
ISBN:

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Algorithms and Data Structures for External Memory

Algorithms and Data Structures for External Memory
Author: Jeffrey Scott Vitter
Publisher: Now Publishers Inc
Total Pages: 192
Release: 2008
Genre: Computers
ISBN: 1601981066

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Describes several useful paradigms for the design and implementation of efficient external memory (EM) algorithms and data structures. The problem domains considered include sorting, permuting, FFT, scientific computing, computational geometry, graphs, databases, geographic information systems, and text and string processing.

Dynamic Data Structures

Dynamic Data Structures
Author: Todd King
Publisher:
Total Pages: 336
Release: 1992
Genre: Computers
ISBN:

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Intended for computer programmers, programming managers, and students, this book deals with the creation, management and use of dynamic data structures - data structures capable of adapting themselves into many different forms by self-modification. Examples are found in C language.

Dynamic Data Structures

Dynamic Data Structures
Author: Todd King
Publisher:
Total Pages: 299
Release: 1992
Genre: Computers
ISBN: 9780124075306

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Dynamic data structures. Designing dynamic data structures. Dynamic data structure analysis. Configuration control. Dynamic adaptation. Data description standards. A software engineering perspective. Basic toolkit. Dynamically linked applications. Nth-generation languages. Database applications. Information transfer. Distributed information. Object-oriented systems.

C++ Data Structures and Algorithm Design Principles

C++ Data Structures and Algorithm Design Principles
Author: John Carey
Publisher: Packt Publishing Ltd
Total Pages: 626
Release: 2019-10-31
Genre: Computers
ISBN: 1838827919

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Get started with C++ programming by learning how to build applications using its data structures and algorithms Key FeaturesExplore data structures such as arrays, stacks, and graphs with real-world examplesStudy the trade-offs between algorithms and data structures and discover what works and what doesn'tDiscover how techniques such as bloom filters and multi-way heaps boost real-world applicationsBook Description C++ is a mature multi-paradigm programming language that enables you to write high-level code with a high degree of control over the hardware. Today, significant parts of software infrastructure, including databases, browsers, multimedia frameworks, and GUI toolkits, are written in C++. This book starts by introducing C++ data structures and how to store data using linked lists, arrays, stacks, and queues. In later chapters, the book explains the basic algorithm design paradigms, such as the greedy approach and the divide-and-conquer approach, which are used to solve a large variety of computational problems. Finally, you will learn the advanced technique of dynamic programming to develop optimized implementations of several algorithms discussed in the book. By the end of this book, you will have learned how to implement standard data structures and algorithms in efficient and scalable C++ 14 code. What you will learnBuild applications using hash tables, dictionaries, and setsExplore how modern hardware affects the actual run-time performance of programsApply common algorithms such as heapsort and merge sort for string data typesUse C++ template metaprogramming to write code librariesImplement a URL shortening service using a bloom filterUse appropriate modern C++ idioms such as std:: array instead of C-style arraysWho this book is for This book is for developers or students who want to revisit basic data structures and algorithm design techniques. Although no mathematical background is required, basic knowledge of complexity classes and Big O notation along with a qualification in an algorithms course will help you get the most out of this book. Familiarity with C++ 14 standard is assumed.

Transforming Static Data Structures to Dynamic Structures

Transforming Static Data Structures to Dynamic Structures
Author: James B. Saxe
Publisher:
Total Pages: 66
Release: 1979
Genre: Data structures (Computer science)
ISBN:

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In this paper we will investigate transformations that serve as tools in the design of new data structures. Specifically, we study general methods for converting static structures (in which all elements are known before any searches are performed) to dynamic structures (in which insertions of new elements can be mixed with searches). We will exhibit three classes of such transformations, each based on a different counting scheme for representing the integers, and then use a combinatorial model to show the optimality of many of the transformations. Issues such as online data structures and deletion of elements are also examined. To demonstrate the applicability of these tools, we will study six new data structures that have been developed by applying the transformations. (Author).