Automatic Coding Choice Of Data Structures
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Automatic Coding Choice Of Data Structures
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Author : LOW
language : en
Publisher: Birkhäuser
Release Date : 2013-12-20
Automatic Coding Choice Of Data Structures written by LOW and has been published by Birkhäuser this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-20 with Science categories.
1.0 2 information structures, and the runtime efficiency available using lower level data structures. We believe these runtime inefficiencies can be remedied by providing a library of representations for the information structures and a user assisted automatic system to choose appropriate elements from this library for the user's programs. The main problems in such an automatic approach are: 1). Building a library of representations; 2). Characterizing the properties of these representations; 3). understanding how the user's program actually uses the abstract information structures; and -4). efficiently matching the user program needs with the properties of the known representations. The research reported here is an attempt to demonstrate the feasibility of such automatic representation selection. We allow the user to express data in terms of relations, sets, and sequences. Our system then obtains information by analysis of the program, execution statement profiles and interrogation of the user. Using that information, the system selects efficient (in terms of time and space) low level implementations for the user's information structures from a fixed library of information structure representations. Though we have considered only a few abstract information structures (those available in our programming language, SAIL) we believe the techniques used in this system are generally applicable.
Automatic Coding Choice Of Data Structures
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Author : James Richard Low
language : en
Publisher: Springer
Release Date : 1976
Automatic Coding Choice Of Data Structures written by James Richard Low and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Computers categories.
1.0 2 information structures, and the runtime efficiency available using lower level data structures. We believe these runtime inefficiencies can be remedied by providing a library of representations for the information structures and a user assisted automatic system to choose appropriate elements from this library for the user's programs. The main problems in such an automatic approach are: 1). Building a library of representations; 2). Characterizing the properties of these representations; 3). understanding how the user's program actually uses the abstract information structures; and -4). efficiently matching the user program needs with the properties of the known representations. The research reported here is an attempt to demonstrate the feasibility of such automatic representation selection. We allow the user to express data in terms of relations, sets, and sequences. Our system then obtains information by analysis of the program, execution statement profiles and interrogation of the user. Using that information, the system selects efficient (in terms of time and space) low level implementations for the user's information structures from a fixed library of information structure representations. Though we have considered only a few abstract information structures (those available in our programming language, SAIL) we believe the techniques used in this system are generally applicable.
Automatic Coding
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Author : J. R. Low
language : en
Publisher:
Release Date : 2014-09-01
Automatic Coding written by J. R. Low and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-01 with categories.
Genetic Programming And Data Structures
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Author : W.B. Langdon
language : en
Publisher: Springer Science & Business Media
Release Date : 1998-04-30
Genetic Programming And Data Structures written by W.B. Langdon and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-04-30 with Computers categories.
Computers that `program themselves' has long been an aim of computer scientists. Recently genetic programming (GP) has started to show its promise by automatically evolving programs. Indeed in a small number of problems GP has evolved programs whose performance is similar to or even slightly better than that of programs written by people. The main thrust of GP has been to automatically create functions. While these can be of great use they contain no memory and relatively little work has addressed automatic creation of program code including stored data. This issue is the main focus of Genetic Programming, and Data Structures: Genetic Programming + Data Structures = Automatic Programming!. This book is motivated by the observation from software engineering that data abstraction (e.g., via abstract data types) is essential in programs created by human programmers. This book shows that abstract data types can be similarly beneficial to the automatic production of programs using GP. Genetic Programming and Data Structures: Genetic Programming + Data Structures = Automatic Programming! shows how abstract data types (stacks, queues and lists) can be evolved using genetic programming, demonstrates how GP can evolve general programs which solve the nested brackets problem, recognises a Dyck context free language, and implements a simple four function calculator. In these cases, an appropriate data structure is beneficial compared to simple indexed memory. This book also includes a survey of GP, with a critical review of experiments with evolving memory, and reports investigations of real world electrical network maintenance scheduling problems that demonstrate that Genetic Algorithms can find low cost viable solutions to such problems. Genetic Programming and Data Structures: Genetic Programming + Data Structures = Automatic Programming! should be of direct interest to computer scientists doing research on genetic programming, genetic algorithms, data structures, and artificial intelligence. In addition, this book will be of interest to practitioners working in all of these areas and to those interested in automatic programming.
A Common Sense Guide To Data Structures And Algorithms Second Edition
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Author : Jay Wengrow
language : en
Publisher: Pragmatic Bookshelf
Release Date : 2020-08-10
A Common Sense Guide To Data Structures And Algorithms Second Edition written by Jay Wengrow and has been published by Pragmatic Bookshelf this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-10 with Computers categories.
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.
Automatic Construction Of Algorithms And Data Structures Using A Knowledge Base Of Programming Rules
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Author : David R. Barstow
language : en
Publisher:
Release Date : 1979
Automatic Construction Of Algorithms And Data Structures Using A Knowledge Base Of Programming Rules written by David R. Barstow and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Algorithms categories.
Although large amounts of programming knowledge are available to human programmers in the form of books and articles, very little of this knowledge is available in a form suitable for use by a machine in performing programming tasks automatically. The principal goal of the research reported here is the explication of programming knowledge to a sufficient level of detail that it can be used effectively by a machine. The programming task considered in this experiment is that of constructing concrete implementations of abstract algorithms in the domain of symbolic programming. Knowledge about several aspects of symbolic programming has been expressed as a collection of four hundred refinement rules. The rules deal primarily with collections and mappings and ways of manipulating such structures, including several enumeration, sorting and searching techniques. The principal representation techniques covered include the representation of sets as linked lists and arrays (both ordered and unordered), and the representation of mappings as tables, sets of pairs, property list markings, and inverted mappings (indexed by range element). In addition to these general constructs, many low-level programming details are covered (such as the use of variables to store values).
Data Structure For Coding Interviews
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Author : Rawal Kamal Rawat/Srishty
language : en
Publisher:
Release Date : 2018
Data Structure For Coding Interviews written by Rawal Kamal Rawat/Srishty and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
Data Structure For C Programming
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Author : Ajay Kumar
language : en
Publisher: Firewall Media
Release Date : 2012
Data Structure For C Programming written by Ajay Kumar and has been published by Firewall Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with C (Computer program language) categories.
The Book On Data Structures
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Author : David R. Richardson
language : en
Publisher: iUniverse
Release Date : 2002-07-31
The Book On Data Structures written by David R. Richardson and has been published by iUniverse this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-07-31 with Data structures (Computer science) categories.
The study of data structures is one of the most important for beginning and advanced students studying the theory of computer science. This is a comprehensive guide designed to teach the principles and applications of data structures in a structured format. While other books require you to have an intimate knowledge of a particular programming language, this book teaches this intriguing facet of computer science in a language independent manner. In this first volume, we will discuss all of the important facts and concepts that you would encounter in a data structures 1 course. This makes this particular guide an excellent reference for the student. Also, with the addition of chapter exercises, this text makes an excellent text book for an undergraduate course in data structures.
Data Structures A Programming Approach With C
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Author : DHARMENDER SINGH KUSHWAHA
language : en
Publisher: PHI Learning Pvt. Ltd.
Release Date : 2014-10-01
Data Structures A Programming Approach With C written by DHARMENDER SINGH KUSHWAHA and has been published by PHI Learning Pvt. Ltd. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-01 with Computers categories.
This well-organized book, now in its second edition, discusses the fundamentals of various data structures using C as the programming language. Beginning with the basics of C, the discussion moves on to describe Pointers, Arrays, Linked lists, Stacks, Queues, Trees, Heaps, Graphs, Files, Hashing, and so on that form the base of data structure. It builds up the concept of Pointers in a lucid manner with suitable examples, which forms the crux of Data Structures. Besides updated text and additional multiple choice questions, the new edition deals with various classical problems such as 8-queens problem, towers of Hanoi, minesweeper, lift problem, tic-tac-toe and Knapsack problem, which will help students understand how the real-life problems can be solved by using data structures. The book exhaustively covers all important topics prescribed in the syllabi of Indian universities/institutes, including all the Technical Universities and NITs. Primarily intended as a text for the undergraduate students of Engineering (Computer Science/Information Technology) and postgraduate students of Computer Application (MCA) and Computer Science (M.Sc.), the book will also be of immense use to professionals engaged in the field of computer science and information technology. Key Features • Provides more than 160 complete programs for better understanding. • Includes over 470 MCQs to cater to the syllabus needs of GATE and other competitive exams. • Contains over 500 figures to explain various algorithms and concepts. • Contains solved examples and programs for practice. • Provides companion CD containing additional programs for students’ use.