Hill Climbing Methods for the Optimization of Multiparameter Noise Disturbed SystemsSource: Journal of Fluids Engineering:;1963:;volume( 085 ):;issue: 002::page 157Author:Harold J. Kushner
DOI: 10.1115/1.3656551Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Modifications of the statistical technique of Stochastic Approximation are used as a means of experimentally optimizing multiparameter systems on which the only available information is obtained from noise perturbed samples of the performance. Varieties of both Gradient and Relaxation Processes are considered and methods are given for experimentally adjusting certain undetermined process constants for most rapid (mean square) convergence to the optimum parameter settings.
keyword(s): Noise (Sound) , Optimization , Approximation , Gradients AND Relaxation (Physics) ,
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| contributor author | Harold J. Kushner | |
| date accessioned | 2017-05-08T23:12:43Z | |
| date available | 2017-05-08T23:12:43Z | |
| date copyright | June, 1963 | |
| date issued | 1963 | |
| identifier issn | 0098-2202 | |
| identifier other | JFEGA4-27249#157_1.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl/handle/yetl/95478 | |
| description abstract | Modifications of the statistical technique of Stochastic Approximation are used as a means of experimentally optimizing multiparameter systems on which the only available information is obtained from noise perturbed samples of the performance. Varieties of both Gradient and Relaxation Processes are considered and methods are given for experimentally adjusting certain undetermined process constants for most rapid (mean square) convergence to the optimum parameter settings. | |
| publisher | The American Society of Mechanical Engineers (ASME) | |
| title | Hill Climbing Methods for the Optimization of Multiparameter Noise Disturbed Systems | |
| type | Journal Paper | |
| journal volume | 85 | |
| journal issue | 2 | |
| journal title | Journal of Fluids Engineering | |
| identifier doi | 10.1115/1.3656551 | |
| journal fristpage | 157 | |
| journal lastpage | 164 | |
| identifier eissn | 1528-901X | |
| keywords | Noise (Sound) | |
| keywords | Optimization | |
| keywords | Approximation | |
| keywords | Gradients AND Relaxation (Physics) | |
| tree | Journal of Fluids Engineering:;1963:;volume( 085 ):;issue: 002 | |
| contenttype | Fulltext |