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Estimation of distribution algorithms. A new tool for evolutionary computation. (English) Zbl 0979.00024
Genetic Algorithms and Evolutionary Computation. 2. Boston: Kluwer Academic Publishers. xxxi, 382 p. EUR 136.00; $ 125.00; £86.00 (2002).

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The articles of this volume will be reviewed individually.
Indexed articles:
Lozano, J. A., An introduction to evolutionary algorithms, 3-25 [Zbl 1002.90103]
Larrañaga, P., An introduction to probabilistic graphical models, 27-56 [Zbl 1019.90045]
Larrañaga, P., A review on estimation of distribution algorithms, 57-100 [Zbl 1002.90052]
Peña, J. M.; Lozano, J. A.; Larrañaga, P., Benefits of data clustering in multimodal function optimization via EDAs, 101-127 [Zbl 1019.90009]
Lozano, J. A.; Sagarna, R.; Larrañaga, P., Parallel estimation of distribution algorithms, 129-145 [Zbl 1002.90104]
González, C.; Lozano, J. A.; Larrañaga, P., Mathematical modeling of discrete estimation of distribution algorithms, 147-163 [Zbl 1002.90101]
Blanco, R.; Lozano, J. A., An empirical comparison of discrete estimation of distribution algorithms, 167-180 [Zbl 1002.90098]
Bengoetxea, E.; Miquélez, T.; Larrañaga, P.; Lozano, J. A., Experimental results in function optimization with EDAs in continuous domain, 181-194 [Zbl 1020.90010]
Sagarna, R.; Larrañaga, P., Solving the 0-1 knapsack problem with EDAs, 195-209 [Zbl 1019.90035]
Robles, V.; de Miguel, P.; Larrañaga, P., Solving the traveling salesman problem with EDAs, 211-229 [Zbl 1020.90043]
Lozano, J. A.; Mendiburu, A., Estimation of distribution algorithms applied to the job shop scheduling problem: Some preliminary research, 231-242 [Zbl 1002.90105]
Bengoetxea, E.; Larrañaga, P.; Bloch, I.; Perchant, A., Solving graph matching with EDAs using a permutation-based representation, 243-265 [Zbl 1019.90044]
Inza, I.; Larrañaga, P.; Sierra, B., Feature subset selection by estimation of distribution algorithms, 269-293 [Zbl 1018.68065]
Inza, I.; Larrañaga, P.; Sierra, B., Feature weighting for nearest neighbor by estimation of distribution algorithms, 295-311 [Zbl 1002.90102]
Sierra, B.; Jiménez, E. A.; Inza, I.; Larrañaga, P.; Muruzábal, J., Rule induction by estimation of distribution algorithms, 313-322 [Zbl 1002.90107]
de Campos, L. M.; Gámez, J. A.; Larrañaga, P.; Moral, S.; Romero, T., Partial abductive inference in Bayesian networks: An empirical comparison between GAs and EDAs, 323-341 [Zbl 1027.90008]
Roure, J.; Larrañaga, P.; Sangüesa, R., An empirical comparison between \(K\)-means, GAs and EDAs in partitional clustering, 343-360 [Zbl 1019.90051]
Cotta, C.; Alba, E.; Sagarna, R.; Larrañaga, P., Adjusting weights in artificial neural networks using evolutionary algorithms, 361-377 [Zbl 1002.90099]

MSC:
00B15 Collections of articles of miscellaneous specific interest
90-06 Proceedings, conferences, collections, etc. pertaining to operations research and mathematical programming
68-06 Proceedings, conferences, collections, etc. pertaining to computer science
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