Design and Analysis of Randomized Algorithms (Texts in Theoretical Computer Science. an Eatcs)
by J Hromkovic
Systematically teaches key paradigmic algorithm design methods Provides a deep insight into randomization
This book constitutes the refereed proceedings of the 8th Brazilian Symposium on Bioinformatics, BSB 2013, held in Recife, Brazil, in November 2013. The 18 regular papers presented were carefully reviewed and selected for inclusion in this book. The papers cover all aspects of bioinformatics and computational biology.
Optimization Theory (Applied Optimization, #59)
This volume contains refereed papers based on the lectures presented at the XIV International Conference on Mathematical Programming held at Matrahaza, Hungary, between 27-31 March 1999. This conference was organized by the Laboratory of Operations Research and Deci sion Systems at the Computer and Automation Institute, Hungarian Academy of Sciences. The editors hope this volume will contribute to the theory and applications of mathematical programming. As a tradition of these events, the main...
Computations with Modular Forms (Contributions in Mathematical and Computational Sciences, #6)
This volume contains original research articles, survey articles and lecture notes related to the Computations with Modular Forms 2011 Summer School and Conference, held at the University of Heidelberg. A key theme of the Conference and Summer School was the interplay between theory, algorithms and experiment. The 14 papers offer readers both, instructional courses on the latest algorithms for computing modular and automorphic forms, as well as original research articles reporting on the latest...
Randomized Algorithms for Analysis and Control of Uncertain Systems (Communications and Control Engineering)
by Roberto Tempo, Giuseppe Calafiore, and Fabrizio Dabbene
Moving on from earlier stochastic and robust control paradigms, this book introduces the fundamentals of probabilistic methods in the analysis and design of uncertain systems. The use of randomized algorithms, guarantees a reduction in the computational complexity of classical robust control algorithms and in the conservativeness of methods like H-infinity control. Features: * self-contained treatment explaining randomized algorithms from their genesis in the principles of probability theory...
The use of parallel programming and architectures is essential for simulating and solving problems in modern computational practice. There has been rapid progress in microprocessor architecture, interconnection technology and software devel- ment, which are in?uencing directly the rapid growth of parallel and distributed computing. However, in order to make these bene?ts usable in practice, this dev- opment must be accompanied by progress in the design, analysis and application aspects of parall...
This book constitutes the refereed proceedings of the 10th International Conference on Theory and Applications of Models of Computation, TAMC 2013, held in Hong Kong, China, in May 2013. The 31 revised full papers presented were carefully reviewed and selected from 70 submissions. Bringing together a wide range of researchers with interests in computational theory and applications, the papers address the three main themes of the conference which were computability, complexity, and algorithms and...
Principles and Practice of Constraint Programming (Lecture Notes in Computer Science, #8656)
This book constitutes the refereed conference proceedings of the 20th International Conference on Principles and Practice of Constraint Programming, CP 2014, held in Lyon, France, in September 2014. The 65 revised papers presented together with 4 invited talks were carefully selected from 108 submissions. The scope of CP 2014 includes all aspects of computing with constraints, including theory, algorithms, environments, languages, models, systems, and applications such as decision making, resour...
Learn how graph algorithms can help you leverage relationships within your data to develop intelligent solutions and enhance your machine learning models. With this practical guide, developers and data scientists will discover how graph analytics deliver value, whether they're used for building dynamic network models or forecasting real-world behavior. Mark Needham and Amy Hodler from Neo4j explain how graph algorithms describe complex structures and reveal difficult-to-find patterns-from find...
Advances in Networks and Communications (Communications in Computer and Information Science, #132)
This volume constitutes the second of three parts of the refereed proceedings of the First International Conference on Computer Science and Information Technology, CCSIT 2010, held in Bangalore, India, in January 2011. The 66 revised full papers presented in this volume were carefully reviewed and selected. The papers are organized in topical sections on networks and communications; network and communications security; wireless and mobile networks.
Computer Arithmetic and Validity (de Gruyter Studies in Mathematics)
by Ulrich Kulisch
This book constitutes the refereed proceedings of the 14th International Conference on Theory and Applications of Satisfiability Testing, SAT 2011, held in Ann Arbor, MI, USA in June 2011. The 25 revised full papers presented together with abstracts of 2 invited talks and 10 poster papers were carefully reviewed and selected from 57 submissions. The papers are organized in topical sections on complexity analysis, binary decision diagrams, theoretical analysis, extraction of minimal unsatisfiabl...
A dynamic module is a special kind of machine code library that can be loaded at run-time like MuPAD library packages. Dynamic modules allow users to integrate simple C/C++ functions as well as complete software packages into MuPAD and to use them as regular MuPAD functions. They give users direct access to internal methods and data structures of MuPAD and allow it to be extended with almost any desired feature. Programming and creating dynamic modules is facilitated by the MuPAD Application Pro...
Frontiers of Combining Systems (Lecture Notes in Artificial Intelligence, #8152)
This volume contains the proceedings of FroCoS2000, the 3rd International WorkshoponFrontiersofCombiningSystems,heldMarch22-24,2000,inNancy, France. Like its predecessors organized in Munich (1996) and in Amsterdam (1998), FroCoS2000 is intended to o?er a common forum for research activities related to the combination and the integration of systems in the areas of logic, automateddeduction,constraintsolving,declarativeprogramming,andarti?cial intelligence. There were 31 submissions of overall hi...
Discovery Science (Lecture Notes in Computer Science, #6332) (Lecture Notes in Artificial Intelligence, #6332)
th This volume contains the papers presented at the 13 International Conference on Discovery Science (DS 2010) held in Canberra, Australia, October 6-8, 2010. The main objective of the Discovery Science (DS) conference series is to provide an open forum for intensive discussions and the exchange of new ideas and information among researchers working in the area of automating sci- ti?c discovery or working on tools for supporting the human process of disc- ery in science. It has been a successful...
Unleash the power of Apache Oozie to create and manage your big data and machine learning pipelines in one go About This Book • Teaches you everything you need to know to get started with Apache Oozie from scratch and manage your data pipelines effortlessly • Learn to write data ingestion workflows with the help of real-life examples from the author's own personal experience • Embed Spark jobs to run your machine learning models on top of Hadoop Who This Book Is For If you are an expert Hado...
Topics in Cryptology -- CT-Rsa 2011 (Lecture Notes in Computer Science, #6558) (Security and Cryptology, #6558)
This book constitutes the refereed proceedings of the Cryptographers' Track at the RSA Conference 2011, CT-RSA 2011, held in San Francisco, CA, USA, in February 2011. The 24 revised full papers presented together with 1 invited lecture were carefully reviewed and selected from 79 submissions. The papers are organized in topical sections on secure two-party computation, cryptographic primitives, side channel attacks, authenticated key agreement, proofs of security, block ciphers, security notion...
Control, Computation and Information Systems (Communications in Computer and Information Science, #140)
This book constitutes the refereed proceedings of the International Conference on Logic, Information, Control and Computation, ICLICC 2011, held in Gandhigram, India, in February 2011. The 52 revised full papers presented were carefully reviewed and selected from 278 submissions. The papers are organized in topical sections on control theory and its real time applications, computational mathematics and its application to various fields, and information sciences focusing on image processing and...
Openmp in the Era of Low Power Devices and Accelerators (Lecture Notes in Computer Science, #8122)
This book constitutes the refereed proceedings of the 9th International Workshop on OpenMP, held in Canberra, Australia, in September 2013. The 14 technical full papers presented were carefully reviewed and selected from various submissions. The papers are organized in topical sections on proposed extensions to OpenMP, applications, accelerators, scheduling, and tools.
Discovery Science (Lecture Notes in Artificial Intelligence, #8140) (Lecture Notes in Computer Science, #8140)
This book constitutes the proceedings of the 16th International Conference on Discovery Science, DS 2013, held in Singapore in October 2013, and co-located with the International Conference on Algorithmic Learning Theory, ALT 2013. The 23 papers presented in this volume were carefully reviewed and selected from 52 submissions. They cover recent advances in the development and analysis of methods of automatic scientific knowledge discovery, machine learning, intelligent data analysis, and their a...
This volume contains a selection of papers presented at the 21st international conference on domain decomposition methods in science and engineering held in Rennes, France, June 25-29, 2012. Domain decomposition is an active and interdisciplinary research discipline, focusing on the development, analysis and implementation of numerical methods for massively parallel computers. Domain decomposition methods are among the most efficient solvers for large scale applications in science and engineerin...
El medio perfecto para mejorar la destreza en la programacion. El estudio de los multiples desafios que representan los problemas de los concursos internacionales es un camino eficiente para mejorar las habilidades en algoritmica y programacion. Las companias de informatica utilizan problemas similares a los de los concursos para motivar el estudio de algoritmos, programacion y otros temas de ciencias de la computacion. El libro incluye mas de 100 problemas organizados por temas y complementados...