Commodity Algorithms And Data Structures In C
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| Author | : Dmytro Kedyk |
| Publisher | : CreateSpace |
| Total Pages | : 250 |
| Release | : 2014-03-06 |
| Genre | : Computers |
| ISBN | : 9781492747949 |
Algorithms and data structures are the core of computer science and an important tool in other fields like statistics. A commodity algorithm is like a commodity in economics: it's correct, easy to understand, applicable to many problems, efficient, and free of intellectual property claims. This book covers all commodity algorithms and data structures learned in an algorithms class and many that aren't including randomized algorithms, large number arithmetic, external memory algorithms, numerical methods, optimization, string algorithms, and data compression. Each algorithm and data structure is described clearly, completely, and concisely with text and full tested C++ code. Most descriptions have examples, illustrations, performance analysis, use cases, and suggestions for optimizations and extensions. Many topics in this book appear only in specialized books and papers, including garbage-collecting freelists, collections of random number generators and hash functions for different use cases, priority queues that allow indexing, cyclic redundancy check algorithm, simplex method for linear programming, efficient dictionaries for variable length keys, simulated annealing, Monte Carlo method, and algorithms for reinforcement learning. This is the book the author wishes he had when he started studying algorithms.
| Author | : Pat Morin |
| Publisher | : Springer Nature |
| Total Pages | : 732 |
| Release | : 2023-08-28 |
| Genre | : Computers |
| ISBN | : 3031389069 |
This book constitutes the refereed proceedings of the 18th International Symposium on Algorithms and Data Structures, WADS 2023, held during July 31-August 2, 2023. The 47 regular papers, presented in this book, were carefully reviewed and selected from a total of 92 submissions. They present original research on the theory, design and application of algorithms and data structures.
| Author | : Frank Dehne |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 457 |
| Release | : 2005-08-04 |
| Genre | : Computers |
| ISBN | : 3540281010 |
This book constitutes the refereed proceedings of the 9th International Workshop on Algorithms and Data Structures, WADS 2005, held in Waterloo, Canada, in August 2005. The 37 revised full papers presented were carefully reviewed and selected from 90 submissions. A broad variety of topics in algorithmics and data structures is addressed including searching and sorting, approximation, graph and network computations, computational geometry, randomization, communications, combinatorial optimization, scheduling, routing, navigation, coding, and pattern matching.
| Author | : J.A. Storer |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 609 |
| Release | : 2012-12-06 |
| Genre | : Computers |
| ISBN | : 146120075X |
Data structures and algorithms are presented at the college level in a highly accessible format that presents material with one-page displays in a way that will appeal to both teachers and students. The thirteen chapters cover: Models of Computation, Lists, Induction and Recursion, Trees, Algorithm Design, Hashing, Heaps, Balanced Trees, Sets Over a Small Universe, Graphs, Strings, Discrete Fourier Transform, Parallel Computation. Key features: Complicated concepts are expressed clearly in a single page with minimal notation and without the "clutter" of the syntax of a particular programming language; algorithms are presented with self-explanatory "pseudo-code." * Chapters 1-4 focus on elementary concepts, the exposition unfolding at a slower pace. Sample exercises with solutions are provided. Sections that may be skipped for an introductory course are starred. Requires only some basic mathematics background and some computer programming experience. * Chapters 5-13 progress at a faster pace. The material is suitable for undergraduates or first-year graduates who need only review Chapters 1 -4. * This book may be used for a one-semester introductory course (based on Chapters 1-4 and portions of the chapters on algorithm design, hashing, and graph algorithms) and for a one-semester advanced course that starts at Chapter 5. A year-long course may be based on the entire book. * Sorting, often perceived as rather technical, is not treated as a separate chapter, but is used in many examples (including bubble sort, merge sort, tree sort, heap sort, quick sort, and several parallel algorithms). Also, lower bounds on sorting by comparisons are included with the presentation of heaps in the context of lower bounds for comparison-based structures. * Chapter 13 on parallel models of computation is something of a mini-book itself, and a good way to end a course. Although it is not clear what parallel
| Author | : Jochen Garcke |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 345 |
| Release | : 2014-04-11 |
| Genre | : Mathematics |
| ISBN | : 3319045377 |
Sparse grids have gained increasing interest in recent years for the numerical treatment of high-dimensional problems. Whereas classical numerical discretization schemes fail in more than three or four dimensions, sparse grids make it possible to overcome the “curse” of dimensionality to some degree, extending the number of dimensions that can be dealt with. This volume of LNCSE collects the papers from the proceedings of the second workshop on sparse grids and applications, demonstrating once again the importance of this numerical discretization scheme. The selected articles present recent advances on the numerical analysis of sparse grids as well as efficient data structures, and the range of applications extends to uncertainty quantification settings and clustering, to name but a few examples.
| Author | : George T. Heineman |
| Publisher | : "O'Reilly Media, Inc." |
| Total Pages | : 366 |
| Release | : 2008-10-14 |
| Genre | : Computers |
| ISBN | : 1449391133 |
Creating robust software requires the use of efficient algorithms, but programmers seldom think about them until a problem occurs. Algorithms in a Nutshell describes a large number of existing algorithms for solving a variety of problems, and helps you select and implement the right algorithm for your needs -- with just enough math to let you understand and analyze algorithm performance. With its focus on application, rather than theory, this book provides efficient code solutions in several programming languages that you can easily adapt to a specific project. Each major algorithm is presented in the style of a design pattern that includes information to help you understand why and when the algorithm is appropriate. With this book, you will: Solve a particular coding problem or improve on the performance of an existing solution Quickly locate algorithms that relate to the problems you want to solve, and determine why a particular algorithm is the right one to use Get algorithmic solutions in C, C++, Java, and Ruby with implementation tips Learn the expected performance of an algorithm, and the conditions it needs to perform at its best Discover the impact that similar design decisions have on different algorithms Learn advanced data structures to improve the efficiency of algorithms With Algorithms in a Nutshell, you'll learn how to improve the performance of key algorithms essential for the success of your software applications.
| Author | : Himanshu B. Dave |
| Publisher | : Pearson Education India |
| Total Pages | : 1112 |
| Release | : |
| Genre | : |
| ISBN | : 9332520143 |
This second edition of Design and Analysis of Algorithms continues to provide a comprehensive exposure to the subject with new inputs on contemporary topics in algorithm design and algorithm analysis. Spread over 21 chapters aptly complemented by five appendices, the book interprets core concepts with ease in logical succession to the student's benefit.
| Author | : Mykola Pechenizkiy |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 444 |
| Release | : 2012-08-22 |
| Genre | : Technology & Engineering |
| ISBN | : 3642325181 |
Database and information systems technologies have been rapidly evolving in several directions over the past years. New types and kinds of data, new types of applications and information systems to support them raise diverse challenges to be addressed. The so-called big data challenge, streaming data management and processing, social networks and other complex data analysis, including semantic reasoning into information systems supporting for instance trading, negotiations, and bidding mechanisms are just some of the emerging research topics. This volume contains papers contributed by six workshops: ADBIS Workshop on GPUs in Databases (GID 2012), Mining Complex and Stream Data (MCSD'12), International Workshop on Ontologies meet Advanced Information Systems (OAIS'2012), Second Workshop on Modeling Multi-commodity Trade: Data models and processing (MMT'12), 1st ADBIS Workshop on Social Data Processing (SDP'12), 1st ADBIS Workshop on Social and Algorithmic Issues in Business Support (SAIBS), and the Ph.D. Consortium associated with the ADBIS 2012 conference that report on the recent developments and an ongoing research in the aforementioned areas.
| Author | : Ding-zhu Du |
| Publisher | : World Scientific |
| Total Pages | : 417 |
| Release | : 1993-04-27 |
| Genre | : |
| ISBN | : 9814504580 |
In the past few decades, there has been a large amount of work on algorithms for linear network flow problems, special classes of network problems such as assignment problems (linear and quadratic), Steiner tree problem, topology network design and nonconvex cost network flow problems.Network optimization problems find numerous applications in transportation, in communication network design, in production and inventory planning, in facilities location and allocation, and in VLSI design.The purpose of this book is to cover a spectrum of recent developments in network optimization problems, from linear networks to general nonconvex network flow problems./a
| Author | : G. Grigoras |
| Publisher | : IOS Press |
| Total Pages | : 1224 |
| Release | : 2023-12-19 |
| Genre | : Computers |
| ISBN | : 1643684450 |
Computers and automation have revolutionized the lives of most people in the last two decades, and terminology such as algorithms, big data and artificial intelligence have become part of our everyday discourse. This book presents the proceedings of CAIBDA 2023, the 3rd International Conference on Artificial Intelligence, Big Data and Algorithms, held from 16 - 18 June 2023 as a hybrid conference in Zhengzhou, China. The conference provided a platform for some 200 participants to discuss the theoretical and computational aspects of research in artificial intelligence, big data and algorithms, reviewing the present status and future perspectives of the field. A total of 362 submissions were received for the conference, of which 148 were accepted following a thorough double-blind peer review. Topics covered at the conference included artificial intelligence tools and applications; intelligent estimation and classification; representation formats for multimedia big data; high-performance computing; and mathematical and computer modeling, among others. The book provides a comprehensive overview of this fascinating field, exploring future scenarios and highlighting areas where new ideas have emerged over recent years. It will be of interest to all those whose work involves artificial intelligence, big data and algorithms.
