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Algorithms & Data Structures

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Evolutionary Algorithms (8)

e-books in Algorithms & Data Structures category

Book cover: Data Structures and AlgorithmsData Structures and Algorithms
by - GitBook ,
This book is a survey of several standard algorithms and data structures. It will also introduce the methodology used to perform a formal analysis of an algorithm so that the reason behind the different implementations can be better understood.
(286 views)
Book cover: Elementary AlgorithmsElementary Algorithms
by - Github ,
'Elementary Algorithms' is a free book about elementary algorithms and data structures. This book doesn't only focus on an imperative (or procedural) approach, but also includes purely functional algorithms and data structures.
(495 views)

Book cover: Notes on Data Structures and Programming TechniquesNotes on Data Structures and Programming Techniques
by - Yale University ,
Topics include programming in C; data structures (arrays, stacks, queues, lists, trees, heaps, graphs); sorting and searching; storage allocation and management; data abstraction; programming style; testing and debugging; writing efficient programs.
(736 views)
Book cover: Purely Functional Data StructuresPurely Functional Data Structures
by - Carnegie Mellon University ,
This book describes data structures from the point of view of functional languages. The author includes both classical data structures, such as red-black trees, and a host of new data structures developed exclusively for functional languages.
(2481 views)
Book cover: Algorithms and Data Structures: With Applications to Graphics and GeometryAlgorithms and Data Structures: With Applications to Graphics and Geometry
by - Prentice Hall ,
Contents: Programming environments for motion, graphics, and geometry; Programming concepts - beyond notation; Objects, algorithms, programs; Complexity of problems and algorithms; Data structures; Interaction between algorithms and data structures.
(1573 views)
Book cover: LEDA: A Platform for Combinatorial and Geometric ComputingLEDA: A Platform for Combinatorial and Geometric Computing
by - Cambridge University Press ,
The book treats the architecture, the implementation, and the use of the LEDA system. LEDA is a library of efficient data types and algorithms and a platform for combinatorial and geometric computing, written in C++ and freely available worldwide.
(4067 views)
Book cover: Fundamental Data StructuresFundamental Data Structures
- Wikipedia ,
A data structure is a particular way of storing and organizing data in a computer so that it can be used efficiently. Contents of the book: Sequences; Dictionaries; Sets; Priority queues; Successors and neighbors; Integer and string searching.
(12178 views)
Book cover: Introduction to Design Analysis of AlgorithmsIntroduction to Design Analysis of Algorithms
by - Smashwords ,
This book provides a complete information to the modern study of computer algorithms. It presents many concepts in a considerable depth, so that it can be understand by all levels of readers. Each and every concept is explained by suitable examples.
(2290 views)
Book cover: Open Data Structures: An IntroductionOpen Data Structures: An Introduction
by - AU Press ,
Offered as an introduction to the field of data structures and algorithms, the book covers the implementation and analysis of data structures for sequences (lists), queues, priority queues, unordered dictionaries, ordered dictionaries, and graphs.
(8600 views)
Book cover: Problem Solving with Algorithms and Data Structures Using PythonProblem Solving with Algorithms and Data Structures Using Python
by - Franklin, Beedle & Associates ,
This textbook is designed as a text for a first course on data structures and algorithms, taught as the second course in the computer science curriculum. We cover abstract data types and data structures, writing algorithms, and solving problems.
(3724 views)
Book cover: AlgorithmsAlgorithms
by - Addison-Wesley Professional ,
This textbook surveys the most important algorithms and data structures in use today. Applications to science, engineering, and industry are a key feature of the text. We motivate each algorithm by examining its impact on specific applications.
(3738 views)
Book cover: Data Structures and Algorithm Analysis in JavaData Structures and Algorithm Analysis in Java
by - Dover Publications ,
A comprehensive treatment focusing on the creation of efficient data structures and algorithms, explaining how to select the data structure best suited to specific problems. It uses Java programming language and is suitable for second-year courses.
(4370 views)
Book cover: Data Structures and Algorithm Analysis in C++Data Structures and Algorithm Analysis in C++
by - Dover Publications ,
A comprehensive treatment focusing on efficient data structures and algorithms, this text explains how to select or design the data structure best suited to specific problems. It uses C++ programming language and is suitable for second-year courses.
(4496 views)
Book cover: Randomized AlgorithmsRandomized Algorithms
by - ESSLLI ,
The first part of the course gives an introduction to randomized algorithms and to standard techniques for their derandomization. The second part presents applications of the probabilistic method to the construction of logical models.
(4904 views)
Book cover: Search Algorithms and ApplicationsSearch Algorithms and Applications
by - InTech ,
This book demonstrates the applicability of search algorithms for the purpose of developing solutions to problems that arise in a variety of domains. It is targeted to a wide group of readers: researchers, graduate students, and practitioners.
(8052 views)
Book cover: Algorithms and Data Structures: The Basic ToolboxAlgorithms and Data Structures: The Basic Toolbox
by - Springer ,
This book is a concise introduction addressed to students and professionals familiar with programming and basic mathematical language. Individual chapters cover arrays and linked lists, hash tables and associative arrays, sorting and selection, etc.
(5767 views)
Book cover: Algorithms and Data Structures for External MemoryAlgorithms and Data Structures for External Memory
by - Now Publishers ,
The book describes several useful paradigms for the design and implementation of efficient EM algorithms and data structures. The problem domains considered include sorting, permuting, FFT, scientific computing, computational geometry, graphs, etc.
(5738 views)
Book cover: Vector Models for Data-Parallel ComputingVector Models for Data-Parallel Computing
by - The MIT Press ,
Vector Models for Data-Parallel Computing describes a model of parallelism that extends and formalizes the Data-Parallel model on which the Connection Machine and other supercomputers are based. It presents many algorithms based on the model.
(5691 views)
Book cover: The Design of Approximation AlgorithmsThe Design of Approximation Algorithms
by - Cambridge University Press ,
This book shows how to design approximation algorithms: efficient algorithms that find provably near-optimal solutions. It is organized around techniques for designing approximation algorithms, including greedy and local search algorithms.
(8391 views)
Book cover: The Art of Computer Programming, Volume 4The Art of Computer Programming, Volume 4
by - Addison-Wesley Professional ,
This work on the analysis of algorithms has long been recognized as the definitive description of classical computer science, arguably the most influential work ever written on computer programming. Volume 4 covers Combinatorial Algorithms.
(7232 views)
Book cover: A Practical Introduction to Data Structures and Algorithm AnalysisA Practical Introduction to Data Structures and Algorithm Analysis
by - Virginia Tech ,
A comprehensive treatment of fundamental data structures and algorithm analysis with a focus on how to create efficient data structures and algorithms. Aims to help the reader gain an understanding of how to select or design the best data structure.
(6885 views)
Book cover: Essentials of MetaheuristicsEssentials of Metaheuristics
by ,
This is an open set of lecture notes on metaheuristics algorithms, intended for undergraduate students, practitioners, programmers, and other non-experts. It was developed as a series of lecture notes for an undergraduate course.
(5473 views)
Book cover: Efficient Algorithms for Sorting and SynchronizationEfficient Algorithms for Sorting and Synchronization
by - samba.org ,
This thesis presents efficient algorithms for parallel sorting and remote data update. The sorting algorithms approach the problem by concentrating first on efficient but incorrect algorithms followed by a cleanup phase that completes the sort.
(7870 views)
Book cover: Lecture Notes on Bucket AlgorithmsLecture Notes on Bucket Algorithms
by - Birkhauser ,
In these lecture notes, we attempt to explain the connection between the expected time of various bucket algorithms and the distribution of the data. The results are illustrated on standard searching, sorting and selection problems.
(5914 views)
Book cover: Modern Computer ArithmeticModern Computer Arithmetic
by - LORIA ,
This book collects in the same document all state-of-the-art algorithms in multiple precision arithmetic (integers, integers modulo n, floating-point numbers). The book will be useful for graduate students in computer science and mathematics.
(7921 views)
Book cover: Data Structures and AlgorithmsData Structures and Algorithms
by ,
The text focuses on data structures and algorithms for manipulating them. Data structures for storing information in tables, lists, trees, queues and stacks are covered. Some basic graph and discrete transform algorithms are also discussed.
(7963 views)
Book cover: Knapsack Problems: Algorithms and Computer ImplementationsKnapsack Problems: Algorithms and Computer Implementations
by - John Wiley & Sons ,
The book on exact and approximate algorithms for a number of important problems in the field of integer linear programming, which the authors refer to as 'knapsack'. Includes knapsack problems such as binary, bounded, unbounded or binary multiple.
(10034 views)
Book cover: Average Case Analysis of Algorithms on SequencesAverage Case Analysis of Algorithms on Sequences
by - Wiley-Interscience ,
A book on a topic that has witnessed a surge of interest over the last decade, owing in part to several novel applications in data compression and computational molecular biology. It describes methods employed in average case analysis of algorithms.
(6410 views)
Book cover: Algorithms and Data StructuresAlgorithms and Data Structures
by - Prentice Hall ,
The book treats practically important algorithms and data structures. It starts with a chapter on data structure, then it treats sorting algorithms, concentrates on several examples of recursion, and deals with dynamic data structures.
(8135 views)
Book cover: Algorithms for Clustering DataAlgorithms for Clustering Data
by - Prentice Hall ,
The book is useful for scientists who gather data and seek tools for analyzing and interpreting data. It will be a reference for scientists in a variety of disciplines and can serve as a textbook for a graduate course in exploratory data analysis.
(11775 views)
Book cover: Tabu SearchTabu Search
by - InTech ,
Tabu search is a mathematical optimization method. The goal of the book is to report original researches on algorithms and applications of Tabu Search to real-world problems as well as recent improvements and extensions on its concepts and algorithms.
(8116 views)
Book cover: AlgorithmsAlgorithms
by - University of Aberdeen ,
This course studies computer algorithms, their construction, validation and effectiveness. A number of topics will be covered: a general introduction to the subject, the problem of sorting data sets into order, the theory of formal grammars, etc.
(8922 views)
Book cover: Greedy AlgorithmsGreedy Algorithms
by - InTech ,
Each chapter comprises a separate study on some optimization problem giving both an introductory look into the theory the problem comes from and some new developments invented by authors. Usually some elementary knowledge is assumed.
(8435 views)
Book cover: Data Structures and Algorithms: Annotated Reference with ExamplesData Structures and Algorithms: Annotated Reference with Examples
by - DotNetSlackers ,
The book provides implementations of common and uncommon algorithms in pseudocode which is language independent and provides for easy porting to most programming languages. We assume that the reader is familiar with the object oriented concepts.
(10702 views)
Book cover: Algorithms for Modular Elliptic CurvesAlgorithms for Modular Elliptic Curves
by - Cambridge University Press ,
The author describes the construction of modular elliptic curves giving an algorithm for their computation. Then algorithms for the arithmetic of elliptic curves are presented. Finally, the results of the implementations of the algorithms are given.
(9333 views)
Book cover: AlgorithmsAlgorithms
by - University of Illinois at Urbana-Champaign ,
These are lecture notes, homework questions, and exam questions from algorithms courses the author taught at the University of Illinois. It is assumed that the reader has mastered the material covered in the first 2 years of a typical CS curriculum.
(9882 views)
Book cover: Algorithms: Fundamental TechniquesAlgorithms: Fundamental Techniques
by - Wikibooks ,
An accessible introduction into the design and analysis of efficient algorithms. It explains only the most basic techniques, and gives intuition for and an introduction to the rigorous mathematical methods needed to describe and analyze them.
(10146 views)
Book cover: Computational Geometry: Methods and ApplicationsComputational Geometry: Methods and Applications
by ,
The author concentrates on four themes in computational geometry: the construction of convex hulls, proximity problems, searching problems and intersection problems. Solving manufacturing problems requires application of fast-algorithm techniques.
(9870 views)
Book cover: Algorithmic MathematicsAlgorithmic Mathematics
by ,
This text is a course in mathematical algorithms, intended for second year mathematics students. It introduces the algorithms for computing with integers, polynomials and vector spaces. The course requires no computing experience.
(10549 views)
Book cover: Planning AlgorithmsPlanning Algorithms
by - Cambridge University Press ,
Written for computer scientists and engineers with interests in artificial intelligence, robotics, or control theory, this book tightly integrates a vast body of literature from several fields into a coherent source for reference in applications.
(10608 views)
Book cover: Problems on Algorithms, 2nd editionProblems on Algorithms, 2nd edition
by - Prentice Hall ,
A collection of problems on the design, analysis, and verification of algorithms for practicing programmers who wish to hone and expand their skills, as a supplementary text for students, and as a self-study text for graduate students.
(10579 views)
Book cover: Design and Analysis of Computer AlgorithmsDesign and Analysis of Computer Algorithms
by - University of Maryland ,
The focus is on how to design good algorithms, and how to analyze their efficiency. The text covers some preliminary material, optimization algorithms, graph algorithms, minimum spanning trees, shortest paths, network flows and computational geometry.
(10542 views)
Book cover: Design and Analysis of AlgorithmsDesign and Analysis of Algorithms
by - Duke University ,
The main topics to be covered in this course are: Design Techniques; Searching; Prioritizing; Graph Algorithms; Topological Algorithms; Geometric Algorithms; NP-completeness. The emphasis will be on algorithm design and on algorithm analysis.
(10625 views)
Book cover: A=BA=B
by - AK Peters, Ltd. ,
The book shows how some computer algorithms can simplify complex summations and if there is no such simplification they will prove this to be the case. The authors present the underlying mathematical theory, and the principle theorems and proofs.
(17377 views)
Book cover: Combinatorial AlgorithmsCombinatorial Algorithms
by - Academic Press Inc ,
This is a collection of mathematical algorithms with many new and interesting examples in this second edition. The authors tried to place in the reader's hands a kit of building blocks with which the reader can construct more elaborate structures.
(11582 views)
Book cover: Algorithms and ComplexityAlgorithms and Complexity
by - AK Peters, Ltd. ,
An introductory textbook on the design and analysis of algorithms. Recursive algorithms are illustrated by Quicksort, FFT, and fast matrix multiplications. Algorithms in number theory are discussed with some applications to public key encryption.
(11597 views)