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Kuhn and Tucker: nonlinear programming optimality conditions

Formulated multiplier-based necessary conditions for constrained nonlinear optimization under stated regularity hypotheses and analyzed associated saddle-point structure.

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Formulated multiplier-based necessary conditions for constrained nonlinear optimization under stated regularity hypotheses and analyzed associated saddle-point structure.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

The record is the exact two-author 1951 Berkeley Symposium paper. The conditions are not automatically sufficient without additional assumptions and do not absorb Karush’s earlier thesis, later constraint qualifications or modern numerical algorithms.

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People and systems

Harold W. Kuhn; Albert W. Tucker

The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.

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Documented countries / regions: United States

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English catalogue narrative

Kuhn and Tucker: nonlinear programming optimality conditions

Formulated multiplier-based necessary conditions for constrained nonlinear optimization under stated regularity hypotheses and analyzed associated saddle-point structure.

Scientific scope

The record is the exact two-author 1951 Berkeley Symposium paper. The conditions are not automatically sufficient without additional assumptions and do not absorb Karush’s earlier thesis, later constraint qualifications or modern numerical algorithms.

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

Harold W. Kuhn; Albert W. Tucker

The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.

Original sources