الصفحة 1
الصفحة 1
Efficient Approximation and Online Algorithms : Recent Progress on Classical Combinatorial Optimization Problems and New Applications
This book provides a good opportunity for computer science practitioners and researchers to get in sync with current state-of-the-art and future trends in the field of combinatorial optimization and online algorithms. Recent advances in this area are presented focusing on the design of efficient approximation and on-line algorithms. One central idea in the book is to use a linear program relaxation of the problem, randomization and rounding techniques.
Detection of intrusions and malware, and vulnerability assessment ; 5th International Conference, DIMVA 2008, Paris, France, July 10-11, 2008. Proceedings
This book constitutes the refereed proceedings of the 5th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment, DIMVA 2008, held in Paris, France in July 2008.
Design and analysis of randomized algorithms : Introduction to design paradigms
Randomness is a powerful phenomenon that can be harnessed to solve various problems in all areas of computer science. Randomized algorithms are often more efficient, simpler and, surprisingly, also more reliable than their deterministic counterparts. Computing tasks exist that require billions of years of computer work when solved using the fastest known deterministic algorithms, but they can be solved using randomized algorithms in a few minutes with negligible error probabilities. Introducing the fascinating world of randomness, this book systematically teaches the main algorithm design paradigms – foiling an adversary, abundance of witnesses, fingerprinting, amplification, and random sampling, etc. – while also providing a deep insight into the nature of success in randomization. Taking sufficient time to present motivations and to develop the reader's intuition, while being rigorous throughout, this text is a very effective and efficient introduction to this exciting field.
Complexity Theory : Exploring the Limits of Efficient Algorithms
Complexity theory is the theory of determining the necessary resources for the solution of algorithmic problems and, therefore, the limits of what is possible with the available resources. An understanding of these limits prevents the search for non-existing efficient algorithms. This textbook considers randomization as a key concept and emphasizes the interplay between theory and practice: New branches of complexity theory continue to arise in response to new algorithmic concepts, and its results - such as the theory of NP-completeness - have influenced the development of all areas of computer science. The topics selected have implications for concrete applications, and the significance of complexity theory for today's computer science is stressed throughout.
Approximation, randomization, and combinatorial optimization algorithms and techniques ; 9th International Workshop on approximation algorithms for combinatorial optimization problems, APPROX 2006 and 10th International Workshop on Randomization and Computation, RANDOM 2006, Barcelona, Spain, August 28-30, 2006, Proceedings
This is the joint refereed proceedings of the 9th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems, APPROX 2006 and the 10th International Workshop on Randomization and Computation, RANDOM 2006. The book presents 44 carefully reviewed and revised full papers. Among the topics covered are design and analysis of approximation algorithms, hardness of approximation problems, small spaces and data streaming algorithms, embeddings and metric space methods, and more.
Approximation, randomization and combinatorial optimization. algorithms and techniques ; 8th international workshop on approximation algorithms for compinatorial optimization problems, APPROX 2005 and 9th international workshop on randomization and computation, RANDOM 2005, Berkeley, CA, USA, August 22-24, 2005, Proceedings
This volume contains the papers presented at the 8th International Workshopon Approximation Algorithms for Combinatorial Optimization Problems(APPROX 2005) and the 9th International Workshop on Randomization andComputation (RANDOM 2005), APPROX focuses on algorith-mic and complexity issues surrounding the development of efficient approximatesolutions to computationally hard problems, RANDOM isconcerned with applications of randomness to computational and combinatorialproblems, The volume contains 20 contributed papers selected by the APPROX Pro-gram
Approximation, randomization and combinatorial optimization. algorithms and techniques ; 11th International Workshop, APPROX 2008, and 12th International Workshop, RANDOM 2008, Boston, MA, USA, August 25-27, 2008. Proceedings
This book constitutes the joint refereed proceedings of the 11th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems, APPROX 2008.
Approximation, randomization and combinatorial optimization. algorithms and techniques ; 10th International Workshop, APPROX 2007, and 11th International Workshop, RANDOM 2007, Princeton, NJ, USA, August 20-22, 2007, Proceedings
It aims, in particular, at fostering cooperation among - gorithmic and complexity researchers in the field. It focuses on algorithmic and complexity aspects ar- ing in the development of eficient approximate solutions to computationally dificult problems.
Approximation and online algorithms ; Vol.3351 ; 2nd international workshop, WAOA 2004, Bergen, Norway, September 14-16, 2004, Revised Selected Papers
The 2nd Workshop on Approximation and Online Algorithms (WAOA 2004) focused on the design and analysis of algorithms for online and computationally hard problems. Both kinds of problems have a large number of applications arising from a variety of fields. The workshop was part of the ALGO 2004 event which also hosted ESA, WABI, IWPEC, and ATMOS. Topics of interests for WAOA2004 were : applications to game theory, appr- imation classes, coloring and partitioning, competitive analysis, computational finance, cuts and connectivity, geometric problems, in approximability results, mechanism design, network design, routing, packing and covering, paradigms, randomization techniques, and scheduling problems. on the reviews, This volume contains the 21 selected papers
