Search results for "Applied Mathematics"

showing 10 items of 4379 documents

2004

This paper presents the use of Support Vector Machines (SVMs) for prediction and analysis of antisense oligonucleotide (AO) efficacy. The collected database comprises 315 AO molecules including 68 features each, inducing a problem well-suited to SVMs. The task of feature selection is crucial given the presence of noisy or redundant features, and the well-known problem of the curse of dimensionality. We propose a two-stage strategy to develop an optimal model: (1) feature selection using correlation analysis, mutual information, and SVM-based recursive feature elimination (SVM-RFE), and (2) AO prediction using standard and profiled SVM formulations. A profiled SVM gives different weights to …

Training setCorrelation coefficientMean squared errorComputer sciencebusiness.industryApplied MathematicsFeature selectionMutual informationMachine learningcomputer.software_genreBiochemistryComputer Science ApplicationsSupport vector machineStructural BiologyFeature (machine learning)Artificial intelligencebusinessMolecular BiologycomputerEnergy (signal processing)Curse of dimensionalityBMC Bioinformatics
researchProduct

European Option Pricing with Transaction Costs and Stochastic Volatility: an Asymptotic Analysis

2015

In this paper the valuation problem of a European call option in presence of both stochastic volatility and transaction costs is considered. In the limit of small transaction costs and fast mean reversion, an asymptotic expression for the option price is obtained. While the dominant term in the expansion it is shown to be the classical Black and Scholes solution, the correction terms appear at $O(\varepsilon^{1/2})$ and $O(\varepsilon)$. The optimal hedging strategy is then explicitly obtained for the Scott's model.

Transaction costAsymptotic analysisStochastic volatilityAsymptotic AnalysisApplied MathematicsStochastic VolatilityBlack–Scholes modelDynamical Systems (math.DS)Implied volatilityTransaction CostsFOS: Economics and businessOption Pricing; Stochastic Volatility; Transaction Costs; Asymptotic AnalysisValuation of optionstransaction costEconometricsMean reversionFOS: MathematicsCall optionPricing of Securities (q-fin.PR)Mathematics - Dynamical SystemsOption PricingSettore MAT/07 - Fisica MatematicaQuantitative Finance - Pricing of SecuritiesMathematics
researchProduct

Projective metrics and mixing properties on towers

2001

Transfer operatorApplied MathematicsGeneral MathematicsGeometryddc:510Projective testTowerMixing (physics)MathematicsTransactions of the American Mathematical Society
researchProduct

Tame dynamics and robust transitivity chain-recurrence classes versus homoclinic classes

2014

Transitive relationPure mathematicsChain (algebraic topology)Applied MathematicsGeneral MathematicsDynamics (mechanics)Homoclinic orbitAlgorithmMathematicsTransactions of the American Mathematical Society
researchProduct

Non-wandering sets with non-empty interiors

2003

We study diffeomorphisms of a closed connected manifold whose non-wandering set has a non-empty interior and conjecture that C1-generic diffeomorphisms whose non-wandering set has a non-empty interior are transitive. We prove this conjecture in three cases: hyperbolic diffeomorphisms, partially hyperbolic diffeomorphisms with two hyperbolic bundles, and tame diffeomorphisms (in the first case, the conjecture is folklore; in the second one, it follows by adapting the proof in Brin (1975 Topological transitivity of a certain class of dynamical systems, and flows of frames on manifolds of negative curvature Funct. Anal. Appl. 9 9–19)).We study this conjecture without global assumptions and pro…

Transitive relationPure mathematicsClass (set theory)Mathematics::Dynamical SystemsConjectureDynamical systems theoryApplied MathematicsMathematical analysisGeneral Physics and AstronomyHyperbolic manifoldStatistical and Nonlinear PhysicsManifoldSet (abstract data type)Homoclinic orbitMathematics::Symplectic GeometryMathematical PhysicsMathematicsNonlinearity
researchProduct

A new rotational integral formula for intrinsic volumes in space forms

2010

A new rotational version of Crofton's formula is derived for the intrinsic volumes of a domain Y in a space form. More precisely, a functional is defined on the intersection between Y and a totally geodesic submanifold (plane) through a fixed point, such that the rotational average of this functional is equal to the intrinsic volumes of Y. Particular cases of interest in stereology are considered for the Euclidean case. © 2009 Elsevier Inc. All rights reserved.

TransversalityPlane (geometry)Space formApplied MathematicsStereologyMathematical analysisTransversalitySpace formFixed pointSubmanifoldSpace (mathematics)Integral geometryIntersectionMathematics::Metric GeometrySupport setIntegral geometryIntrinsic volumeRotational integralMathematics
researchProduct

Transverse instability of periodic and generalized solitary waves for a fifth-order KP model

2017

We consider a fifth-order Kadomtsev-Petviashvili equation which arises as a two-dimensional model in the classical water-wave problem. This equation possesses a family of generalized line solitary waves which decay exponentially to periodic waves at infinity. We prove that these solitary waves are transversely spectrally unstable and that this instability is induced by the transverse instability of the periodic tails. We rely upon a detailed spectral analysis of some suitably chosen linear operators.

Transverse instabilitymedia_common.quotation_subjectFOS: Physical sciences35Q53 (Primary) 76B15 76B25 35B35 35P15 (Secondary)Pattern Formation and Solitons (nlin.PS)01 natural sciencesInstabilityMathematics - Analysis of PDEsgeneralized solitary wavesdispersive equationsFOS: Mathematics[MATH.MATH-AP]Mathematics [math]/Analysis of PDEs [math.AP]Spectral analysistransverse stability0101 mathematicsperiodic wavesNonlinear Sciences::Pattern Formation and SolitonsMathematical Physicsmedia_commonPhysicsApplied Mathematics010102 general mathematicsMathematical analysisOrder (ring theory)Mathematical Physics (math-ph)InfinityNonlinear Sciences - Pattern Formation and Solitons010101 applied mathematicsClassical mechanicsNonlinear Sciences::Exactly Solvable and Integrable SystemsLine (geometry)Mechanical waveAnalysisLongitudinal waveAnalysis of PDEs (math.AP)
researchProduct

A branch-price-and-cut algorithm for the capacitated multiple vehicle traveling purchaser problem with unitary demand

2021

Abstract The multiple vehicle traveling purchaser problem (MVTPP) consists of simultaneously selecting suppliers and routing a fleet of homogeneous vehicles to purchase different products at the selected suppliers so that all product demands are fulfilled and traveling and purchasing costs are minimized. We consider variants of the MVTPP in which the capacity of the vehicles can become binding and the demand for each product is one unit. Corresponding solution algorithms from the literature are either branch-and-cut or branch-and-price algorithms, where in the latter case the route-generation subproblem is solved on an expanded graph by applying standard dynamic-programming techniques. Our …

Traveling purchaser problemApplied Mathematics0211 other engineering and technologies021107 urban & regional planning0102 computer and information sciences02 engineering and technology01 natural sciencesUnitary statePurchasing010201 computation theory & mathematicsHomogeneousDiscrete Mathematics and CombinatoricsAlgorithmMathematicsDiscrete Applied Mathematics
researchProduct

Corrigendum to “Smooth and non-smooth traveling wave solutions of some generalized Camassa–Holm equations” [19 (6) (2014) 1746–1769]

2015

Corrigendum Corrigendum to ‘‘Smooth and non-smooth traveling wave solutions of some generalized Camassa–Holm equations’’ [19 (6) (2014) 1746–1769] M. Russo , S. Roy Choudhury , T. Rehman , G. Gambino b University of Central Florida, Department of Mathematics, 4000 Central Florida Blvd., Orlando, USA University of Palermo, Department of Mathematics and Computer Science, Via Archirafi 34, 90123 Palermo, Italy

Traveling waveNumerical AnalysisCamassa–Holm equationHomoclinic and heteroclinic orbitsApplied MathematicsModeling and SimulationMathematical analysisTraveling waveNon smoothGeneralized Camassa–Holm equationCommunications in Nonlinear Science and Numerical Simulation
researchProduct

Corrigendum to “Regular and singular pulse and front solutions and possible isochronous behavior in the short-pulse equation: Phase-plane, multi-infi…

2022

Section 7 of the original paper contained several errors which are corrected here. Equations (54) and (55) are incorrect. In the following, the corrected versions of these equations are given and the subsequent results of Section 7 are also revised.

Traveling waveNumerical AnalysisHomoclinic and heteroclinic orbitSPE and generalized SPE equationApplied MathematicsModeling and SimulationSingular solutionVariational solitary wavesSettore MAT/07 - Fisica MatematicaCommunications in Nonlinear Science and Numerical Simulation
researchProduct