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|2 21
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| 100 |
1 |
|
|a Spall, James C.
|9 369904
|
| 245 |
1 |
0 |
|a Introduction to stochastic search and optimization :
|b estimation, simulation, and control /
|c James C. Spall.
|
| 260 |
|
|
|a Hoboken, N.J. :
|b Wiley-Interscience,
|c c2003.
|
| 300 |
|
|
|a xx, 595 p. :
|b il. ;
|c 26 cm.
|
| 490 |
0 |
0 |
|a Wiley-Interscience series in discrete mathematics and optimization
|
| 504 |
|
|
|a Bibliografía: p. 558-579.
|
| 505 |
0 |
|
|a Stochastic search and optimization : motivation and supporting results -- Direct methods for stochastic search -- Recursive estimation for linear models -- Stochastic approximation for nonlinear root-finding -- Stochastic gradient form of stochastic approximation -- Stochastic approximation and the finite-difference method -- Simultaneous perturbation stochastic approximation -- Annealing-type algorithms -- Evolutionary computation I : genetic algorithms -- Evolutionary computation II : general methods and theory -- Reinforcement learning via temporal differences -- Statistical methods for optimization in discrete problems -- Model selection and statistical information -- Simulation-based optimization I : regeneration, common random numbers, and selection methods -- Simulation-based optimization II : stochastic gradient and sample path methods -- Markov chain Monte Carlo -- Optimal design for experimental inputs.
|
| 650 |
|
4 |
|a Procesos estocásticos.
|9 4569
|
| 650 |
|
4 |
|a Teoría de la búsqueda.
|9 357896
|
| 650 |
|
4 |
|a Optimización matemática.
|
| 902 |
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