This book constitutes the joint refereed proceedings of the 10th
International Workshop on Approximation Algorithms for
Combinatorial Optimization Problems, APPROX 2007 and the 11th
International Workshop on Randomization and Computation, RANDOM
2007, held in Princeton, NJ, USA, in August 2007.
The 44 revised full papers presented were carefully reviewed and
selected from 99 submissions. Topics of interest covered by the
papers are design and analysis of approximation algorithms,
hardness of approximation, small space and data streaming
algorithms, sub-linear time algorithms, embeddings and metric space
methods, mathematical programming methods, coloring and
partitioning, cuts and connectivity, geometric problems, game
theory and applications, network design and routing, packing and
covering, scheduling, design and analysis of randomized algorithms,
randomized complexity theory, pseudorandomness and derandomization,
random combinatorial structures, random walks/Markov chains,
expander graphs and randomness extractors, probabilistic proof
systems, random projections and embeddings, error-correcting codes,
average-case analysis, property testing, computational learning
theory, and other applications of approximation and randomness.
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