Algorithms and data structures Books

Advances in the field of signal processing, nonlinear dynamics, statistics, and optimization theory, combined with marked improvement in instrumenta­ tion and development of computers systems, have made it possible to apply the...

Computational Optimization: A Tribute to Olvi Mangasarian serves as an excellent reference, providing insight into some of the most challenging research issues in the field. This collection of papers covers a wide spectrum...

Part I: Discrete or Continuous Shortest PathsEuclidean Shortest PathsDeltas and EpsilonsRubberband AlgorithmsPart II: Paths in the PlaneConvex Hulls in the PlanePartitioning a Polygon or the PlaneApproximate ESP AlgorithmsPart III: Paths in...

Do you have creative ideas that you wish you could transform into code?Do you want to boost your problem solving and logic skills?Do you want to enhance your career by adopting an algorithmic mindset?In our increasingly digital world, coding is an...

Algorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to public-key cryptography and machine learning. Studying algorithms can make you a better programmer, a clearer thinker, and...

Algorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to public-key cryptography and machine learning. Studying algorithms can make you a better programmer, a clearer thinker, and...

This book is a revised edition of the monograph which appeared under the same title in the series Research Notes in Theoretical Computer Science, Pit­ man, in 1986. In addition to a general effort to improve typography,...

"Mastering SFML: Building Interactive Games and Applications" is your comprehensive guide to mastering the Simple and Fast Multimedia Library (SFML) for creating captivating games and interactive applications. Whether you're a beginner looking to dive...

¿Se ha preguntado alguna vez cómo un programador desarrolla juegos y escribe código sin tener que pensar demasiado? ¿Quiere saber qué hace que un programador esté seguro del código que escribe? ¿Quiere aprender cómo los programadores utilizan algoritmos...

Apply Functional Programming techniques to C++ to build highly modular, testable, and reusable codeKey FeaturesModularize your applications and make them highly reusable and testableGet familiar with complex concepts such as metaprogramming, concurrency,...

Increase speed and performance of your applications with efficient data structures and algorithmsKey Features:See how to use data structures such as arrays, stacks, trees, lists, and graphs through real-world examplesFind out about important and advanced...

Build strong foundation for entering the world of Machine Learning and data science with the help of this comprehensive guideKey Features:• Get started in the field of Machine Learning with the help of this solid, concept-rich, yet highly practical guide...

This book presents fundamental new techniques for understanding and processing geospatial data. These "spatial gems" articulate and highlight insightful ideas that often remain unstated in graduate textbooks, and which are not the focus of research...

This book provides an in-depth analysis of two approaches to interprocedural data flow analysis in computer science. The authors highlight the advantages and limitations of each approach and provide a comprehensive evaluation of their performance. The...

MATLAB, which stands for MATrix LABoratory, is a state-of-the-art mathematical software package, which is used extensively in both academia and industry. It is an interactive program for numerical computation and data visualization, which along with its...

Algorithms play an increasingly important role in nearly all fields of mathematics. This book allows readers to develop basic mathematical abilities, in particular those concerning the design and analysis of algorithms as well as their implementation. It...

This volume is an attempt to provide a graduate level introduction to various aspects of stochastic geometry, spatial statistics and random fields, with special emphasis placed on fundamental classes of models and algorithms as well as on their...

This book constitutes the refereed proceedings of the 6th International Symposium on Search-Based Software Engineering, SSBSE 2014, held in Fortaleza, Brazil.The 14 revised full papers presented together with 2 keynote addresses, 1 invited talk, 1 short...

Die Zielsetzung der Artificial Intelligence (AI) ist es, Maschinen, zu erzeugen, die "intelligentes" Verhalten zeigen. Dabei spielt in vielerlei Hinsicht das Problemlösen eine zentrale Rolle. Die in diesem Buch behandelten...

Functions, limits, and continuity.- 1 Functions.- 1.1 Introduction.- 1.2 Functions and their graphs.- 1.3 Polynomials.- 1.4 Rational functions.- 1.5 Inverse functions.- 2 Elementary functions used in calculus.- 2.1 Exponential and logarithmic functions.-...

Fortran gilt nunmehr seit über drei Jahrzehnten als die Programmiersprache zur Lösung technisch-wissenschaftlicher Probleme, was nicht zuletzt auf die stetige Entwicklung der Sprache auf standardisiertem Niveau zurückzuführen...

Die Erforschung des Gehirns und seiner kognitiven Fähigkeiten war schon immer ein Anliegen der Menschheit. Der neueste Versuch, ein breites Verständnis der Vorgänge im Gehirn zu erlangen, ist unter dem Titel Neurale Netze...

This practically-focused study guide introduces the fundamentals of discrete mathematics through an extensive set of classroom-tested problems. Each chapter presents a concise introduction to the relevant theory, followed by a detailed account of common...

This book is one of the first to include an extensive discussion of integrated public transport planning. In times of growing urban populations and increasing environmental awareness, the importance of optimizing public transport systems is...

This book constitutes the refereed post-conference proceedings of the Special Event on the Analysis of Experimental Algorithms, SEA² 2019, held in Kalamata, Greece, in June 2019.The 35 revised full papers presented were carefully reviewed and selected...

This book constitutes the thoroughly refereed proceedings of the 7th International Conference on Mathematics and Computation in Music, MCM 2019, held in Madrid, Spain, in June 2019. The 22 full papers and 10 short papers presented were carefully reviewed...

This book presents basic optimization principles and gradient-based algorithms to a general audience, in a brief and easy-to-read form. It enables professionals to apply optimization theory to engineering, physics, chemistry, or business economics.

This new and updated edition takes you through the details of machine learning to give you an understanding of cognitive computing, IoT, big data, AI, quantum computing, and more. The book explains how machine learning techniques are used to solve...

Monte Carlo methods are among the most used and useful computational tools available today, providing efficient and practical algorithims to solve a wide range of scientific and engineering problems. Applications covered in this book include...

Least squares is probably the best known method for fitting linear models and by far the most widely used. Surprisingly, the discrete L 1 analogue, least absolute deviations (LAD) seems to have been considered first. Possibly...

Fourth book in a series that provides an accessible, no-nonsense, and programming language-agnostic introduction to algorithms. Includes hints of solutions to all quizzes and problems, and a series of YouTube videos by the author accompanies the book. ...

Algorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to public-key cryptography and machine learning. Studying algorithms can make you a better programmer, a clearer thinker, and...

This user-friendly, engaging textbook makes the material accessible to graduate students and new researchers who wish to study the rapidly exploding area of computations with structured matrices and polynomials. The book goes...

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...

"Advanced SFML Techniques: Pushing the Boundaries of Multimedia Programming" is a cutting-edge resource for experienced programmers and game developers looking to elevate their multimedia programming skills to new heights. Dive deep into the world of the...

Los algoritmos son el corazón y el alma de la informática. Se aplican a ámbitos tan diversos como el diseño de redes, la genética computacional, el cifrado con clave pública o la implementación de sistemas de bases de datos. El estudio de los algoritmos...

You Will Never Stop Using This Awesome book! Curious To Know More About Programming And Improve Your Skills? Then This Python Data Science Handbook Will Enable You To Quickly Progress Ahead! When it comes to the IT world, there are various options for...

Finite sequences of well-defined instructions are known as algorithms. These are used to perform various computations, calculations, data processing and solve classes of problems. Algorithms are unambiguous and computer implementable in nature. These can...

Today's world is built off basic technology. Switches, resisters, circuits, and boards allow electrical current to travel to specific places within a device resulting in specific actions taking place. An example of this would be a light switch. When we...

Evolutionary Computation 2: Advanced Algorithms and Operators expands upon the basic ideas underlying evolutionary algorithms. The focus is on fitness evaluation, constraint-handling techniques, population structures, advanced techniques in evolutionary...

R gives you access to the cutting-edge software you need to prepare data for machine learning. No previous knowledge required – this book will take you methodically through every stage of applying machine learning.Key Features:Harness the power of R...

Data sets in large applications are often too massive to fit completely inside the computer's internal memory. The resulting input/output communication (or I/O) between fast internal memory and slower external memory (such as disks) can be a major...

Machine Learning for Criminology and Crime Research: At the Crossroads reviews the roots of the intersection between machine learning, artificial intelligence (AI), and research on crime; examines the current state of the art in this area of...

Even three decades ago, the words 'combinatorial algebra' contrasting, for in­ stance, the words 'combinatorial topology,' were not a common designation for some branch of mathematics. The collocation 'combinatorial group...