Divide and Conquer Algorithms for Multi-dimensional Problems
Title | Divide and Conquer Algorithms for Multi-dimensional Problems PDF eBook |
Author | Benjamin Qochuk |
Publisher | |
Pages | 64 |
Release | 2020-06-14 |
Genre | |
ISBN |
This book "Divide and Conquer Algorithms for Multi-dimensional Problems" not only present algorithms and analysis of advanced real-life problems but also prepares you to have a deep understanding of how these algorithms were originally designed and an ability to solve some of the most insightful algorithmic problems.This is a must read if you want to dive deeper into understanding Algorithms and its advanced applications.Multidimensional divide and conquer is an algorithmic technique that can be used to develop several algorithms and data structures for multi-dimensional problems. It is an extension of Divide and Conquer algorithms.The basic idea of Divide and Conquer is to divide the problem into smaller problems, solve the smaller problems and use the answers from the smaller problems to get the answer to the larger problem.Merge Sort is a popular algorithm that applies Divide and Conquer to sort 1-dimensional data.Extending such algorithms for Multi-dimensional data is not simple but it is an interesting approach that which nurture your thinking process and is more widely used as it reflects real-life problems.This is important as most real-life problems are multi-dimensional like: o A map of Earth is a 2-dimensional datao Text is a multi-dimensional data for Clustering problemso Augmented reality is usually 3-dimensional datao Game graphics are at-least 3-dimensional datao Physics consider our Universe to be 11-dimensional dataWe use this paradigm to give best-known solutions to problems such as: o Empirical Cumulative Distribution Functions problem (ECDF)o Maxima problemo Range searching problemo Closest pair problemo All nearest neighbor problemsFor all problems, we have demonstrated 1-dimension problem, 2-dimension problem, 3-dimension problem, k-dimension problem (all with time complexity analysis) and real-life applications.We, also, presented open question in this domain which you can think about and potentially, develop a solution.This book has been carefully prepared and reviewed by Algorithmic researchers at OpenGenus and Tokyo Institute of Technology. We would like to thank Aditya Chatterjee and Benjamin QoChuk for their expertise in this domain.Read this book now and change the way you think about algorithms. This is a must read for everyone who wants to truely understand Algorithms and apply it to solve advanced problem
Algorithms and Computation
Title | Algorithms and Computation PDF eBook |
Author | Rudolf Fleischer |
Publisher | Springer Science & Business Media |
Pages | 951 |
Release | 2004-12-03 |
Genre | Computers |
ISBN | 3540241310 |
This book constitutes the refereed proceedings of the 15th International Symposium on Algorithms and Computation, ISAAC 2004, held in Hong Kong, China in December 2004. The 76 revised full papers presented were carefully reviewed and selected from 226 submissions. Among the topics addressed are computational geometry, graph computations, computational combinatorics, combinatorial optimization, computational complexity, scheduling, distributed algorithms, parallel algorithms, data structures, network optimization, randomized algorithms, and computational mathematics more generally.
CONPAR 81
Title | CONPAR 81 PDF eBook |
Author | Wolfgang Händler |
Publisher | Springer Science & Business Media |
Pages | 526 |
Release | 1981-06 |
Genre | Computers |
ISBN | 9783540108276 |
Data Structures and Algorithms 3
Title | Data Structures and Algorithms 3 PDF eBook |
Author | K. Mehlhorn |
Publisher | Springer Science & Business Media |
Pages | 294 |
Release | 2012-12-06 |
Genre | Computers |
ISBN | 3642699006 |
Parallel Algorithms
Title | Parallel Algorithms PDF eBook |
Author | Sandeep Nautam Bhatt |
Publisher | American Mathematical Soc. |
Pages | 184 |
Release | 1997-01-01 |
Genre | Computers |
ISBN | 9780821870754 |
This volume is the result of the Third DIMACS Implementation Challenge that was conducted as part of the 1993-94 Special year on Parallel Algorithms. The Implementation Challenge was formulated in order to provide a forum for a concerted effort to study effective algorithms for combinatorial problems and to investigate opportunities for massive speed-ups on parallel computers. The challenge invluded two problem areas for research study: tree searching, algorithms, used in game search and combinatorial optimization, for example, and algorithms for sparse graphs. Participants at sites in the US and Europe undertook projects from November 1993 through October 1994. The workshop was held at DIMACS in November 1994. Participants were encouraged to share test results, to rework their implementations considering feedback at the workshop, and to submit a final report for the proceedings. Nine papers were selected for this volume.
Algorithms
Title | Algorithms PDF eBook |
Author | Sanjoy Dasgupta |
Publisher | McGraw-Hill Higher Education |
Pages | 338 |
Release | 2006 |
Genre | Computer algorithms |
ISBN | 0077388496 |
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
Collected Works of William P. Thurston with Commentary
Title | Collected Works of William P. Thurston with Commentary PDF eBook |
Author | Benson Farb |
Publisher | American Mathematical Society |
Pages | 629 |
Release | 2023-06-08 |
Genre | Mathematics |
ISBN | 1470474700 |
William Thurston's work has had a profound influence on mathematics. He connected whole mathematical subjects in entirely new ways and changed the way mathematicians think about geometry, topology, foliations, group theory, dynamical systems, and the way these areas interact. His emphasis on understanding and imagination in mathematical learning and thinking are integral elements of his distinctive legacy. This four-part collection brings together in one place Thurston's major writings, many of which are appearing in publication for the first time. Volumes I–III contain commentaries by the Editors. Volume IV includes a preface by Steven P. Kerckhoff. Volume III contains William Thurston's papers on dynamics and computer science, and papers written for general audiences. Additional miscellaneous papers are also included, such as his 1967 New College undergraduate thesis, which foreshadows his later work.