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Line search

In optimization, line search is a basic iterative approach to find a local minimum x ∗ {\displaystyle \mathbf {x} ^{*}} of an objective function f : R n → R {\displaystyle f:\mathbb {R} ^{n}\to \mathbb {R} } . It first finds a descent direction along which the objective function f {\displaystyle f} will be reduced, and then computes a step size that…

One-dimensional line search, Multi-dimensional line search & Overcoming local minima

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Overview

One-dimensional line search

Multi-dimensional line search

Overcoming local minima

Advanced semantic analysis

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Map overview Semantic statistics

Line search

Nodes29
Edges28
Triples41
Avg. degree1.93
Density0.068966
Components1

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Line search

Top relations

related to Further reading · 27
Line search → Dennis, Englewood Cliffs, Globally Convergent Modifications, ISBN, Jorge, Jr, Line Search Methods, Methods, New York, Newton's Method, Nocedal, Nonlinear Equations, Nonlinear Programming, Numerical Methods, Numerical Optimization, Optimization Theory, Prentice-Hall, Robert, Schnabel, Springer
related to Multi-dimensional line search · 12
Line search → Compute, Define, Find, Here, In, Loop, Newton, Pick, Set, The, Until, Update
is a · 1
Line search → basic iterative approach to find a local minimum x
related to Overcoming local minima · 1
Line search → Like

Important terminology Word statistics

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Important terminology

method displaystyle methods function search minimum local convergence line mathbf descent direction step iteration optimization interval points size curve-fitting one

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
Line searchis abasic iterative approach to find a local minimum x0.90text
Line searchrelated to Further readingDennis0.60section
Line searchrelated to Further readingJr0.60section
Line searchrelated to Further readingSchnabel0.60section
Line searchrelated to Further readingRobert0.60section
Line searchrelated to Further readingGlobally Convergent Modifications0.60section
Line searchrelated to Further readingNewton's Method0.60section
Line searchrelated to Further readingNumerical Methods0.60section
Line searchrelated to Further readingUnconstrained Optimization0.60section
Line searchrelated to Further readingNonlinear Equations0.60section
Line searchrelated to Further readingEnglewood Cliffs0.60section
Line searchrelated to Further readingPrentice-Hall0.60section

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    Min side: 3
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