Continuous optimization
56 methods in the atlas attack this one problem. They are rivals: each wins something the others do not.
Phrasings that mean this problem
Continuous optimizationContinuous minimizationContinuous swarm searchParameter-free optimizationSmooth convex optimizationNonlinear optimizationQuasi-Newton optimizationLarge-scale optimizationSeparable optimizationSparse optimizationConstrained convex optimizationConstrained optimizationSparse regularized optimizationDistributed convex optimizationConvex optimizationComposite optimizationBiconvex optimizationConstrained projectionDerivative-free optimizationDerivative-free continuous optimization
convex-optimization
- Proximal point algorithmstandalonespecialistconvex-optimization
- Cutting-plane methodKelley outer approximationspecialistconvex-optimization
- Second-order cone programmingstandalonestandardconvex-optimization
- Mirror descentBregman projectionstandardconvex-optimization
- Accelerated proximal gradientFISTA momentumstandardconvex-optimization
- Dual ascentstandalonestandardconvex-optimization
- Augmented LagrangianMethod of multipliersstandardconvex-optimization
- Alternating minimizationstandalonestandardconvex-optimization
- Block coordinate descentGauss-Seidel blocksstandardconvex-optimization
- Projection onto simplexSort-and-thresholdstandardconvex-optimization
metaheuristics
- Evolution strategyMu-plus-lambda replacementstandardmetaheuristics
- Evolution strategyMu-comma-lambda replacementspecialistmetaheuristics
- Differential evolutionRand-one-bin mutationstandardmetaheuristics
- Differential evolutionBest-one mutationspecialistmetaheuristics
- Harmony searchMemory-considering ratespecialistmetaheuristics
- CMA-ESCovariance-matrix adaptationcanonmetaheuristics
- Particle swarm optimizationInertia weightstandardmetaheuristics
- Particle swarm optimizationConstriction factorstandardmetaheuristics
- Particle swarm optimizationRing neighborhood topologyspecialistmetaheuristics
- Artificial bee colonyScout-bee abandonment limitspecialistmetaheuristics
- Cuckoo searchLévy-flight stepsspecialistmetaheuristics
numerical
- Frank-WolfeLinear-oracle stepstandardnumerical
- Projected gradient descentstandalonestandardnumerical
- L-BFGSLimited-memory historycanonnumerical
- Trust-region methodDogleg stepstandardnumerical
- Gradient descentFixed step sizecanonnumerical
- Gradient descentBacktracking line searchcanonnumerical
- Gradient descentBarzilai-Borwein stepstandardnumerical
- Gradient descentPolyak momentumcanonfull lesson ▸numerical
- Newton's method optimizationHessian modificationcanonnumerical
- Nesterov accelerated gradientMomentum extrapolationcanonnumerical
- Conjugate gradient optimizationFletcher-Reeves updatesstandardnumerical
- Conjugate gradient optimizationPolak-Ribière updatesstandardnumerical
- BFGSRank-two Hessian updatecanonnumerical
- Nelder-MeadReflect-expand-contract simplexcanonnumerical
- Powell's methodConjugate direction setstandardnumerical
- Coordinate descentCyclic coordinate updatesstandardnumerical
- Coordinate descentGauss-Southwell selectionspecialistnumerical
- Proximal gradientSoft-thresholding operatorstandardnumerical
- ADMMDual-variable splittingstandardnumerical
unconventional-computing
- Bacterial foraging optimizationChemotaxis-reproduction-dispersalspecialistunconventional-computing
- Firefly algorithmBrightness-attraction movesspecialistunconventional-computing
- Bat algorithmEcholocation frequency tuningspecialistunconventional-computing
- Grey wolf optimizerAlpha-beta-delta encirclingspecialistunconventional-computing
- Whale optimizationBubble-net spiralspecialistunconventional-computing
- Flower pollination algorithmLévy-flight global pollinationspecialistunconventional-computing
- Invasive weed optimizationSpatial seed dispersalspecialistunconventional-computing
- Gravitational search algorithmMass-attraction dynamicsspecialistunconventional-computing
- Water cycle algorithmStream-to-sea flowspecialistunconventional-computing
- Imperialist competitive algorithmEmpire assimilationspecialistunconventional-computing
- Biogeography-based optimizationHabitat migration ratesspecialistunconventional-computing
- Quantum-inspired PSODelta-potential well samplingspecialistunconventional-computing
- Fireworks algorithmExplosion-spark spreadspecialistunconventional-computing
- Symbiotic organisms searchMutualism-commensalism-parasitismspecialistunconventional-computing
- Sine cosine algorithmTrigonometric position updatespecialistunconventional-computing
- Teaching-learning-based optimizationTeacher-learner phasesspecialistunconventional-computing