Applied Algorithms

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Handbook Of Applied Algorithms

Author : Amiya Nayak
ISBN : 0470175648
Genre : Computers
File Size : 75.30 MB
Format : PDF
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Discover the benefits of applying algorithms to solve scientific, engineering, and practical problems Providing a combination of theory, algorithms, and simulations, Handbook of Applied Algorithms presents an all-encompassing treatment of applying algorithms and discrete mathematics to practical problems in "hot" application areas, such as computational biology, computational chemistry, wireless networks, and computer vision. In eighteen self-contained chapters, this timely book explores: * Localized algorithms that can be used in topology control for wireless ad-hoc or sensor networks * Bioinformatics algorithms for analyzing data * Clustering algorithms and identification of association rules in data mining * Applications of combinatorial algorithms and graph theory in chemistry and molecular biology * Optimizing the frequency planning of a GSM network using evolutionary algorithms * Algorithmic solutions and advances achieved through game theory Complete with exercises for readers to measure their comprehension of the material presented, Handbook of Applied Algorithms is a much-needed resource for researchers, practitioners, and students within computer science, life science, and engineering. Amiya Nayak, PhD, has over seventeen years of industrial experience and is Full Professor at the School of Information Technology and Engineering at the University of Ottawa, Canada. He is on the editorial board of several journals. Dr. Nayak's research interests are in the areas of fault tolerance, distributed systems/algorithms, and mobile ad-hoc networks. Ivan StojmenoviC?, PhD, is Professor at the University of Ottawa, Canada (www.site.uottawa.ca/~ivan), and Chair Professor of Applied Computing at the University of Birmingham, United Kingdom. Dr. Stojmenovic? received the Royal Society Wolfson Research Merit Award. His current research interests are mostly in the design and analysis of algorithms for wireless ad-hoc and sensor networks.
Category: Computers

Applied Algorithms

Author : Prosenjit Gupta
ISBN : 9783319041261
Genre : Computers
File Size : 42.70 MB
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This book constitutes the refereed proceedings of the First International Conference on Applied Algorithms, ICAA 2014, held in Kolkata, India, in January 2014. ICAA is a new conference series with a mission to provide a quality forum for researchers working in applied algorithms. Papers presenting original contributions related to the design, analysis, implementation and experimental evaluation of efficient algorithms and data structures for problems with relevant real-world applications were sought, ideally bridging the gap between academia and industry. The 21 revised full papers presented together with 7 short papers were carefully reviewed and selected from 122 submissions.
Category: Computers

Applied And Algorithmic Graph Theory

Author : Gary Chartrand
ISBN : UCSC:32106010895685
Genre : Mathematics
File Size : 85.40 MB
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Designed as a bridge to cross the gap between mathematics and computer science, and planned as the mathematics base for computer science students, this maths text is designed to help the student develop an understanding of the concept of an efficient algorithm.
Category: Mathematics

Genetic Algorithms For Applied Cad Problems

Author : Viktor M. Kureichik
ISBN : 9783540852803
Genre : Computers
File Size : 34.88 MB
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New perspective technologies of genetic search and evolution simulation represent the kernel of this book. The authors wanted to show how these technologies are used for practical problems solution. This monograph is devoted to specialists of CAD, intellectual information technologies in science, biology, economics, sociology and others. It may be used by post-graduate students and students of specialties connected to the systems theory and system analysis methods, information science, optimization methods, operations investigation and solution-making.
Category: Computers

Harmony Search And Nature Inspired Optimization Algorithms

Author : Neha Yadav
ISBN : 9789811307614
Genre : Computers
File Size : 43.26 MB
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The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Fourth International Conference on Harmony Search, Soft Computing and Applications held at BML Munjal University, Gurgaon, India on February 7–9, 2018. It consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.
Category: Computers

Algorithms As A Basis Of Modern Applied Mathematics

Author : Šárka Hošková-Mayerová
ISBN : 9783030613341
Genre : Technology & Engineering
File Size : 80.34 MB
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This book offers a self-contained guide to advanced algorithms and their applications in various fields of science. Gathering contributions by authoritative researchers in the field of mathematics, statistics and computer science, it aims at offering a comprehensive and up-to-date view of algorithms, including the theory behind them, as well as practical considerations, current limitations and solutions. It covers applications in energy management, decision making, computer networks, materials science, mechanics and process optimization. It offers an integrated and timely guide to important algorithms, and represents a valuable reference resource for graduate students and researchers in various fields of applied mathematics, statistics and engineering.
Category: Technology & Engineering

Foundations Of Applied Mathematics Volume 2

Author : Jeffrey Humpherys
ISBN : 9781611976069
Genre : Mathematics
File Size : 34.61 MB
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In this second book of what will be a four-volume series, the authors present, in a mathematically rigorous way, the essential foundations of both the theory and practice of algorithms, approximation, and optimization—essential topics in modern applied and computational mathematics. This material is the introductory framework upon which algorithm analysis, optimization, probability, statistics, machine learning, and control theory are built. This text gives a unified treatment of several topics that do not usually appear together: the theory and analysis of algorithms for mathematicians and data science students; probability and its applications; the theory and applications of approximation, including Fourier series, wavelets, and polynomial approximation; and the theory and practice of optimization, including dynamic optimization. When used in concert with the free supplemental lab materials, Foundations of Applied Mathematics, Volume 2: Algorithms, Approximation, Optimization teaches not only the theory but also the computational practice of modern mathematical methods. Exercises and examples build upon each other in a way that continually reinforces previous ideas, allowing students to retain learned concepts while achieving a greater depth. The mathematically rigorous lab content guides students to technical proficiency and answers the age-old question “When am I going to use this?” This textbook is geared toward advanced undergraduate and beginning graduate students in mathematics, data science, and machine learning.
Category: Mathematics

Applied Cryptography

Author : Bruce Schneier
ISBN : 9781119096726
Genre : Computers
File Size : 20.10 MB
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"This special Anniversary Edition celebrates 20 years for the most definitive reference on cryptography ever published." -- Book jacket. New introduction by the author.
Category: Computers

Applied Algebra Algebraic Algorithms And Error Correcting Codes

Author : Shojiro Sakata
ISBN : 3540541950
Genre : Computers
File Size : 69.30 MB
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These are the proceedings of the 8th AAECC conference, held in Tokyo in August 1990. Researchers from around the world present new results of recent theoretical and application-oriented research on applied algebra, algebraic algorithms and error-correcting codes.
Category: Computers

Applied Pattern Recognition

Author : Dietrich Paulus
ISBN : 3528355581
Genre : Technology & Engineering
File Size : 81.94 MB
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This book demonstrates the efficiency of the C++ programming language in the realm of pattern recognition and pattern analysis. For this 4th edition, new features of the C++ language were integrated and their relevance for image and speech processing is discussed.
Category: Technology & Engineering

Applied Evolutionary Algorithms For Engineers Using Python

Author : Leonardo Azevedo Scardua
ISBN : 9781000349801
Genre : Computers
File Size : 31.38 MB
Format : PDF
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Applied Evolutionary Algorithms for Engineers with Python is written for students, scientists and engineers who need to apply evolutionary algorithms to practical optimization problems. The presentation of the theoretical background is complemented with didactical Python implementations of evolutionary algorithms that researchers have recently applied to complex optimization problems. Cases of successful application of evolutionary algorithms to real-world like optimization problems are presented, together with source code that allows the reader to gain insight into the idiosyncrasies of the practical application of evolutionary algorithms. Key Features Includes detailed descriptions of evolutionary algorithm paradigms Provides didactic implementations of the algorithms in Python, a programming language that has been widely adopted by the AI community Discusses the application of evolutionary algorithms to real-world optimization problems Presents successful cases of the application of evolutionary algorithms to complex optimization problems, with auxiliary source code.
Category: Computers

Handbook Of Research On Machine Learning Applications And Trends Algorithms Methods And Techniques

Author : Olivas, Emilio Soria
ISBN : 9781605667676
Genre : Computers
File Size : 89.75 MB
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"This book investiges machine learning (ML), one of the most fruitful fields of current research, both in the proposal of new techniques and theoretic algorithms and in their application to real-life problems"--Provided by publisher.
Category: Computers

Applied Evolutionary Algorithms In Java

Author : Robert Ghanea-Hercock
ISBN : 9780387216157
Genre : Computers
File Size : 57.55 MB
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This book is intended for students, researchers, and professionals interested in evolutionary algorithms at graduate and postgraduate level. No mathematics beyond basic algebra and Cartesian graphs methods is required, as the aim is to encourage applying the JAVA toolkit to develop an appreciation of the power of these techniques.
Category: Computers

A Guide To Algorithm Design

Author : Anne Benoit
ISBN : 9781439898130
Genre : Computers
File Size : 90.10 MB
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Presenting a complementary perspective to standard books on algorithms, A Guide to Algorithm Design: Paradigms, Methods, and Complexity Analysis provides a roadmap for readers to determine the difficulty of an algorithmic problem by finding an optimal solution or proving complexity results. It gives a practical treatment of algorithmic complexity and guides readers in solving algorithmic problems. Divided into three parts, the book offers a comprehensive set of problems with solutions as well as in-depth case studies that demonstrate how to assess the complexity of a new problem. Part I helps readers understand the main design principles and design efficient algorithms. Part II covers polynomial reductions from NP-complete problems and approaches that go beyond NP-completeness. Part III supplies readers with tools and techniques to evaluate problem complexity, including how to determine which instances are polynomial and which are NP-hard. Drawing on the authors’ classroom-tested material, this text takes readers step by step through the concepts and methods for analyzing algorithmic complexity. Through many problems and detailed examples, readers can investigate polynomial-time algorithms and NP-completeness and beyond.
Category: Computers

Graph Theory With Algorithms And Its Applications

Author : Santanu Saha Ray
ISBN : 9788132207504
Genre : Technology & Engineering
File Size : 34.74 MB
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The book has many important features which make it suitable for both undergraduate and postgraduate students in various branches of engineering and general and applied sciences. The important topics interrelating Mathematics & Computer Science are also covered briefly. The book is useful to readers with a wide range of backgrounds including Mathematics, Computer Science/Computer Applications and Operational Research. While dealing with theorems and algorithms, emphasis is laid on constructions which consist of formal proofs, examples with applications. Uptill, there is scarcity of books in the open literature which cover all the things including most importantly various algorithms and applications with examples.
Category: Technology & Engineering

Applied Algebra Algebraic Algorithms And Error Correcting Codes

Author : Harold F. Mattson
ISBN : 3540545220
Genre : Computers
File Size : 30.91 MB
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This volume contains the proceedings of AAECC-9, held in New Orleans in October 1991. The aim of AAECC-9 was to encourage cross-fertilization among areas sharing the use of algebraic methods and techniques for applications in computing, communications, and engineering.
Category: Computers

A Practical Guide To Data Structures And Algorithms Using Java

Author : Sally. A Goldman
ISBN : 9781420010336
Genre : Computers
File Size : 32.20 MB
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Although traditional texts present isolated algorithms and data structures, they do not provide a unifying structure and offer little guidance on how to appropriately select among them. Furthermore, these texts furnish little, if any, source code and leave many of the more difficult aspects of the implementation as exercises. A fresh alternative to
Category: Computers

Applied Algebra Algebraic Algorithms And Error Correcting Codes

Author : Serdar Boztas
ISBN : 9783540429111
Genre : Mathematics
File Size : 53.67 MB
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The AAECC Symposia Series was started in 1983 by Alain Poli (Toulouse), who, together with R. Desq, D. Lazard, and P. Camion, organized the ?rst conference. Originally the acronym AAECC meant “Applied Algebra and Error-Correcting Codes”. Over the years its meaning has shifted to “Applied Algebra, Algebraic Algorithms, and Error-Correcting Codes”, re?ecting the growing importance of complexity in both decoding algorithms and computational algebra. AAECC aims to encourage cross-fertilization between algebraic methods and their applications in computing and communications. The algebraic orientation is towards ?nite ?elds, complexity, polynomials, and graphs. The applications orientation is towards both theoretical and practical error-correction coding, and, since AAECC 13 (Hawaii, 1999), towards cryptography. AAECC was the ?rst symposium with papers connecting Gr ̈obner bases with E-C codes. The balance between theoretical and practical is intended to shift regularly; at AAECC-14 the focus was on the theoretical side. The main subjects covered were: – Codes: iterative decoding, decoding methods, block codes, code construction. – Codes and algebra: algebraic curves, Gr ̈obner bases, and AG codes. – Algebra: rings and ?elds, polynomials. – Codes and combinatorics: graphs and matrices, designs, arithmetic. – Cryptography. – Computational algebra: algebraic algorithms. – Sequences for communications.
Category: Mathematics