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2011, ISBN 0521195276, xi, 504
... = NP, there are no efficient algorithms to find optimal solutions to such problems. This book shows how to design approximation algorithms... 
Mathematical optimization | Approximation theory
Book
ACM Computing Surveys (CSUR), ISSN 1557-7341, 02/2013, Volume 45, Issue 2, pp. 1 - 40
Journal Article
Journal of Artificial Intelligence Research, ISSN 1076-9757, 05/2008, Volume 32, Issue 2, pp. 663 - 704
.... Online algorithms generally consist of a lookahead search to find the best action to execute at each time step in an environment... 
VALUE-ITERATION | ROLLOUT | OBSERVABLE MARKOV-PROCESSES | APPROXIMATIONS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer Science - Artificial Intelligence
Journal Article
IEEE Transactions on Pattern Analysis and Machine Intelligence, ISSN 0162-8828, 11/2014, Volume 36, Issue 11, pp. 2227 - 2240
Journal Article
ACM Computing Surveys (CSUR), ISSN 0360-0300, 06/2017, Volume 50, Issue 2, pp. 1 - 34
.... Online algorithms with advice is an area of research where one attempts to measure how much knowledge of future requests is necessary to achieve a given performance level, as defined by the competitive ratio... 
Online algorithms | approximation | advice complexity | competitive analysis | Advice complexity | Approximation | Competitive analysis | 1ST FIT | LOWER BOUNDS | COMPLEXITY | EXPLORATION | COMPUTER SCIENCE, THEORY & METHODS | COMPUTATION | FREQUENCY ALLOCATION | Surveys | Algorithms | Automobile industry
Journal Article
The Journal of chemical physics, ISSN 1089-7690, 2013, Volume 138, Issue 17, p. 170901
Journal Article
Psychological Review, ISSN 0033-295X, 10/2010, Volume 117, Issue 4, pp. 1144 - 1167
Journal Article
ACM Transactions on Mathematical Software (TOMS), ISSN 0098-3500, 01/2017, Volume 43, Issue 3, pp. 1 - 14
Journal Article
Neural computation, ISSN 1530-888X, 2000, Volume 12, Issue 5, pp. 1207 - 1245
We propose a new class of support vector algorithms for regression and classification... 
MACHINES | NETWORKS | APPROXIMATION | NEUROSCIENCES | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | KERNELS
Journal Article
1990, MIT electrical engineering and computer science series., ISBN 9780262530910, xvii, 1028
Book
ACM Transactions on Mathematical Software (TOMS), ISSN 0098-3500, 11/2011, Volume 38, Issue 1, pp. 1 - 22
...); sparse and very large systems; G.4 [Mathematics of Computing]: Mathematical Software--Algorithm analysis; efficiency DOI = 10.1145/2049662.2049670 
sparse matrices | QR factorization | least-square problems | Sparse matrices | Least-square problems | MATHEMATICS, APPLIED | FILL | WY REPRESENTATION | COMPUTER SCIENCE, SOFTWARE ENGINEERING | Algorithms | ORTHOGONAL FACTORIZATION | PRODUCTS | Experimentation | ROW | Performance | Multiprocessing | Analysis | Semiconductor industry | Approximation
Journal Article