What is recorded here?
Gave a sequential experimental method for approaching the root of an unknown monotone response function using noisy observations.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
This is the 1951 procedure and its convergence-in-probability result under stated conditions. Modern stochastic-gradient variants are separate.
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People and systems
Herbert Robbins; Sutton Monro
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.
Research locations and affiliations
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Documented countries / regions: United States
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English catalogue narrative
Robbins and Monro: stochastic approximation
Gave a sequential experimental method for approaching the root of an unknown monotone response function using noisy observations.
Scientific scope
This is the 1951 procedure and its convergence-in-probability result under stated conditions. Modern stochastic-gradient variants are separate.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Herbert Robbins; Sutton Monro
The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.