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Lectured by Ha Hoang Kha, Ph.D.
Ho Chi Minh City University of Technology
Email: [email protected]
Unconstrained Optimization
Introduction
Conditions for local minimizers
Content
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References
E. K. P. Chong and S. H. Zak, An Introduction to Optimization, Jonh Wiley & Sons, 2001.
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Optimization Problem
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Preliminary
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Example
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Feasible direction
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Directional derivative
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Example
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First-order necessary condition (FONC)
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First-order necessary condition (FONC)
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First-order necessary condition (FONC)
(Cont.)
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Example
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Example
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Example
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Second-order necessary condition (SONC)
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Example
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Example
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Second-order sufficient condition (SOSC)
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Example
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