About: Convex optimization

Property	Value
dbo:description	optimització matemàtica que estudia el problema de minimitzar les funcions convexes (ca) Teilgebiet der mathematischen Optimierung (de) področje matematične optimizacije (sl) sottocampo dell'ottimizzazione matematica (it) sous-discipline de l'optimisation mathématique (fr) subfield of mathematical optimization (en) 最適化問題の分野のひとつで、凸集合上の凸関数の最小化問題 (ja)
dbo:thumbnail	wiki-commons:Special:FilePath/Hierarchy_compact_convex.png?width=300
dbo:wikiPageExternalLink	https://web.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf https://carma.newcastle.edu.au/resources/jon/Preprints/Books/CaNo2/cano2f.pdf%7Ctitle=Convex https://web.archive.org/web/20170918180026/http:/infohost.nmt.edu/~borchers/presentation.pdf https://web.stanford.edu/class/ee364a/ https://web.stanford.edu/class/ee364b/ https://books.google.com/books%3Fhl=en&lr=&id=2-ElBQAAQBAJ&oi=fnd&pg=PA1&dq=%22Introductory+Lectures+on+Convex+Optimization%22&ots=wltU7svijv&sig=iknjb0X1jb2uiVAPSn0QPyYGBYg%23v=onepage&q=%22Introductory%20Lectures%20on%20Convex%20Optimization%22&f=false https://books.google.com/books%3Fid=80IeN__MYI8C https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-253-convex-analysis-and-optimization-spring-2012/lecture-notes/ https://archive.org/details/methodsofdescent0000kiwi%7Curl-access=registration%7Cyear=1985%7Cpublisher=Springer-Verlag%7Clocation=
dbo:wikiPageWikiLink	dbr:Line_search dbr:Newton's_method_in_optimization dbr:Proximal_gradient_method dbr:Mathematical_optimization dbr:Regularization_(mathematics) dbr:C++ dbr:Quadratic_function dbr:Optimization_problem dbr:Portfolio_optimization dbr:Karush–Kuhn–Tucker_conditions dbr:Circuit_design dbr:Convex_function dbr:Ellipsoid_method dbr:Linear_programming dbr:Uncertainty dbr:Semidefinite_programming dbr:Claude_Lemaréchal dbr:Least_squares dbr:Entropy_maximization dbr:Statistics dbr:Convex_set dbr:Combinatorial_optimization dbr:Gradient_descent dbr:Scalar_(mathematics) dbr:Concave_function dbr:Biconvex_optimization dbc:Convex_analysis dbc:Mathematical_optimization dbr:Free_and_open-source_software dbr:Geometric_programming dbr:MEX_file dbr:C_(programming_language) dbr:Linear_algebra dbr:Functional_analysis dbr:R_(programming_language) dbr:Regression_analysis dbr:Signal_processing dbr:Hilbert_projection_theorem dbr:Julia_(programming_language) dbr:Method_of_steepest_descent dbr:Farkas'_lemma dbr:Local_minimum dbr:Feasible_region dbr:Quantile_regression dbr:Subgradient_method dbr:MATLAB dbr:Robust_optimization dbr:Convex_analysis dbr:Affine_transformation dbr:Electricity_generation dbr:Finance dbr:Python_(programming_language) dbc:Convex_optimization dbr:Duality_(optimization) dbr:Quadratic_programming dbr:Multiclass_classification dbr:Self-concordant_function dbr:Conic_optimization dbr:Drift_plus_penalty dbr:NP-hard dbr:Control_systems dbr:Optimal_design dbr:Structural_optimization dbr:Global_minimum dbr:File:Hierarchy_compact_convex.png dbr:KKT_matrix dbr:Non-convex_minimization dbr:Polynomial_optimization dbr:Uncertainty_set dbr:Convexity_(mathematics) dbr:Cutting-plane_methods dbr:Interior-point_methods dbr:Concave_functions dbr:Lagrange_multipliers dbr:Logarithmic_barrier_function dbr:Quadratically_constrained_quadratic_programming dbr:Quasiconvex dbr:Mixed_integer_linear_programming dbr:Second_order_cone_programming dbr:Separating_hyperplane_theorem dbr:Sublevel_set dbr:Pseudo-convex_function
dbp:page	17 (xsd:integer)
dbp:wikiPageUsesTemplate	dbt:Commons_category dbt:Cite_book dbt:Main dbt:Anchor dbt:No dbt:Optimization_algorithms dbt:Convex_analysis_and_variational_analysis dbt:Unreferenced_section dbt:Yes dbt:Citation_needed dbt:Rp dbt:Short_description
dct:subject	dbc:Convex_analysis dbc:Mathematical_optimization dbc:Convex_optimization
rdfs:label	Convex optimization (en) Konvexní programování (cs) Konvexe Optimierung (de) Optimisation convexe (fr) 凸最適化 (ja) Ottimizzazione convessa (it) 볼록 최적화 (ko) Выпуклое программирование (ru) Опукла оптимізація (uk) 凸優化 (zh)
owl:sameAs	freebase:Convex optimization wikidata:Convex optimization dbpedia-it:Convex optimization dbpedia-de:Convex optimization dbpedia-fr:Convex optimization dbpedia-zh:Convex optimization dbpedia-ja:Convex optimization dbpedia-he:Convex optimization dbpedia-fa:Convex optimization dbpedia-ru:Convex optimization dbpedia-ko:Convex optimization dbpedia-cs:Convex optimization dbpedia-uk:Convex optimization dbpedia-global:Convex optimization
prov:wasDerivedFrom	wikipedia-en:Convex_optimization?oldid=1295222945&ns=0
foaf:depiction	wiki-commons:Special:FilePath/Hierarchy_compact_convex.png
foaf:isPrimaryTopicOf	wikipedia-en:Convex_optimization
is dbo:academicDiscipline of	dbr:Daniel_Palomar dbr:Yurii_Nesterov
is dbo:knownFor of	dbr:Paul_Tseng dbr:Dimitri_Bertsekas dbr:Stephen_P._Boyd
is dbo:wikiPageRedirects of	dbr:Convex_minimization dbr:Convex_optimisation dbr:Convex_optimization_problem dbr:Convex_optimization_theory dbr:Convex_problem dbr:Convex_program dbr:Convex_programming dbr:Concave_program
is dbo:wikiPageWikiLink of	dbr:List_of_convexity_topics dbr:Paul_Tseng dbr:Non-negative_least_squares dbr:Proximal_gradient_method dbr:Proximal_gradient_methods_for_learning dbr:Variational_analysis dbr:Daniel_Palomar dbr:Divine_Proportions:_Rational_Trigonometry_to_Universal_Geometry dbr:Mathematical_optimization dbr:Interior-point_method dbr:Ivar_Ekeland dbr:Nonlinear_programming dbr:Online_machine_learning dbr:Frank–Wolfe_algorithm dbr:Linear_matrix_inequality dbr:Karush–Kuhn–Tucker_conditions dbr:Maximum_principle dbr:Efficient_envy-free_division dbr:Convex_function dbr:Ellipsoid_method dbr:List_of_numerical_analysis_topics dbr:Convex_cone dbr:Shapley–Folkman_lemma dbr:Leonid_Khachiyan dbr:Semidefinite_programming dbr:Claude_Lemaréchal dbr:Difference-map_algorithm dbr:Dimitri_Bertsekas dbr:Step_detection dbr:Least_squares dbr:Principle_of_maximum_entropy dbr:Empirical_risk_minimization dbr:Linear–quadratic_regulator dbr:Matrix_completion dbr:Mathematics dbr:Cutting-plane_method dbr:Kernel_method dbr:Arkadi_Nemirovski dbr:Stochastic_gradient_descent dbr:Backpropagation dbr:Hill_climbing dbr:Werner_Fenchel dbr:Global_optimization dbr:Point-set_registration dbr:Stephen_P._Boyd dbr:Biconvex_optimization dbr:Geometric_programming dbr:Definite_matrix dbr:Poisson_regression dbr:Boosting_(machine_learning) dbr:Polynomial_SOS dbr:Fourier_ptychography dbr:Farkas'_lemma dbr:Arc_routing dbr:LogitBoost dbr:Strong_duality dbr:Subgradient_method dbr:Scenario_optimization dbr:Scientific_programming_language dbr:Network_congestion dbr:Wasserstein_metric dbr:Richard_Duffin dbr:Convex_analysis dbr:Bregman_method dbr:LP-type_problem dbr:Multi-task_learning dbr:Second-order_cone_programming dbr:Metalog_distribution dbr:Duality_(optimization) dbr:Quadratic_programming dbr:Subderivative dbr:Model_predictive_control dbr:Yurii_Nesterov dbr:Basis_pursuit_denoising dbr:Lyapunov_optimization dbr:Slater's_condition dbr:Linear_classifier dbr:Galahad_library dbr:Asuman_Özdağlar dbr:Conic_optimization dbr:Total_variation_denoising dbr:Design_for_availability dbr:Large_margin_nearest_neighbor dbr:Real_algebraic_geometry dbr:Types_of_artificial_neural_networks dbr:Nullspace_property dbr:Regularized_least_squares dbr:Sparse_dictionary_learning dbr:Derivative-free_optimization dbr:Claudia_Sagastizábal dbr:Drift_plus_penalty dbr:Lawrence_E._Blume dbr:Quadratically_constrained_quadratic_program dbr:Reinforced_solid dbr:Market_equilibrium_computation dbr:Fractional_approval_voting dbr:Outline_of_statistics dbr:Gabriele_Steidl dbr:Philip_Wolfe_(mathematician) dbr:Weak_duality dbr:Direct_methods_(electron_microscopy) dbr:Quantile-parameterized_distribution dbr:Regina_S._Burachik dbr:Peter_Richtarik dbr:Regret_(decision_theory) dbr:Kim-Chuan_Toh dbr:Sham_Kakade dbr:Center_for_Operations_Research_and_Econometrics dbr:Marguerite_Frank dbr:Separation_oracle dbr:Mar_Hershenson dbr:Optimal_design dbr:Matthew_Brand dbr:Multiplicative_weight_update_method dbr:ICPRAM dbr:Convex_minimization dbr:Convex_optimisation dbr:Convex_optimization_problem dbr:Convex_optimization_theory dbr:Convex_problem dbr:Convex_program dbr:Convex_programming dbr:Concave_program
is dbp:fields of	dbr:Daniel_Palomar
is dbp:knownFor of	dbr:Dimitri_Bertsekas
is rdfs:seeAlso of	dbr:Claude_Lemaréchal dbr:Feasible_region
is foaf:primaryTopic of	wikipedia-en:Convex_optimization