Computer Science & Engineering

Algorithms and Complexity

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Representation Theory of Symmetric Groups

Pierre-Loic Meliot
March 21, 2017

This book focuses on symmetric groups and representation theory. The symmetric group is a central object in discrete mathematics. It can be studied from a combinatorial, algorithmic, or algebraic viewpoint, and the results can be applied in a plethora of other fields, such as physics and computer...

Object-Orientation, Abstraction, and Data Structures Using Scala, Second Edition

Mark C. Lewis, Lisa L. Lacher
December 19, 2016

Praise for the first edition: "The well-written, comprehensive book…[is] aiming to become a de facto reference for the language and its features and capabilities. The pace is appropriate for beginners; programming concepts are introduced progressively through a range of examples and then used as...

Disk-Based Algorithms for Big Data

Christopher G. Healey
December 07, 2016

Disk-Based Algorithms for Big Data is a product of recent advances in the areas of big data, data analytics, and the underlying file systems and data management algorithms used to support the storage and analysis of massive data collections. The book discusses hard disks and their impact on data...

Elements of Parallel Computing

Eric Aubanel
December 06, 2016

Designed for introductory parallel computing courses at the advanced undergraduate or beginning graduate level, Elements of Parallel Computing presents the fundamental concepts of parallel computing not from the point of view of hardware, but from a more abstract view of algorithmic and...

Evolutionary Computation: Techniques and Applications

Ashish M. Gujarathi, B. V. Babu
November 10, 2016

Edited by professionals with years of experience, this book provides an introduction to the theory of evolutionary algorithms and single- and multi-objective optimization, and then goes on to discuss to explore applications of evolutionary algorithms for many uses with real-world applications....

Introduction to Programming and Problem-Solving Using Scala, Second Edition

Mark C. Lewis, Lisa Lacher
August 24, 2016

Praise for the first edition: "The well-written, comprehensive book…[is] aiming to become a de facto reference for the language and its features and capabilities. The pace is appropriate for beginners; programming concepts are introduced progressively through a range of examples and then used as...

Machine Learning: Algorithms and Applications

Mohssen Mohammed, Muhammad Badruddin Khan, Eihab Bashier Mohammed Bashier
July 18, 2016

Machine learning, one of the top emerging sciences, has an extremely broad range of applications. However, many books on the subject provide only a theoretical approach, making it difficult for a newcomer to grasp the subject material. This book provides a more practical approach by explaining the...

Extremal Optimization: Fundamentals, Algorithms, and Applications

Yong-Zai Lu, Yu-Wang Chen, Min-Rong Chen, Peng Chen, Guo-Qiang Zeng
March 09, 2016

Extremal Optimization: Fundamentals, Algorithms, and Applications introduces state-of-the-art extremal optimization (EO) and modified EO (MEO) solutions from fundamentals, methodologies, and algorithms to applications based on numerous classic publications and the authors’ recent original research...

Data Structure Practice: for Collegiate Programming Contests and Education

Yonghui Wu, Jiande Wang
February 04, 2016

Combining knowledge with strategies, Data Structure Practice for Collegiate Programming Contests and Education presents the first comprehensive book on data structure in programming contests. This book is designed for training collegiate programming contest teams in the nuances of data structure...

Handbook of Graph Theory, Combinatorial Optimization, and Algorithms

Krishnaiyan “KT” Thulasiraman, Subramanian Arumugam, Andreas Brandstädt, Takao Nishizeki
December 14, 2015

The fusion between graph theory and combinatorial optimization has led to theoretically profound and practically useful algorithms, yet there is no book that currently covers both areas together. Handbook of Graph Theory, Combinatorial Optimization, and Algorithms is the first to present a unified,...

Fast Solvers for Mesh-Based Computations

Maciej Paszynski
December 01, 2015

Fast Solvers for Mesh-Based Computations presents an alternative way of constructing multi-frontal direct solver algorithms for mesh-based computations. It also describes how to design and implement those algorithms. The book’s structure follows those of the matrices, starting from tri-diagonal...

Swarm Intelligence: Principles, Advances, and Applications

Aboul Ella Hassanien, Eid Emary
November 24, 2015

Swarm Intelligence: Principles, Advances, and Applications delivers in-depth coverage of bat, artificial fish swarm, firefly, cuckoo search, flower pollination, artificial bee colony, wolf search, and gray wolf optimization algorithms. The book begins with a brief introduction to mathematical...

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