0000000001153526

AUTHOR

Max Cerf

showing 4 related works from this author

Chance constrained optimization of a three-stage launcher

2015

Journées SMAI-MODE 2016 (Toulouse)

[ MATH.MATH-OC ] Mathematics [math]/Optimization and Control [math.OC][ INFO.INFO-NA ] Computer Science [cs]/Numerical Analysis [cs.NA][INFO.INFO-NA] Computer Science [cs]/Numerical Analysis [cs.NA][MATH.MATH-OC] Mathematics [math]/Optimization and Control [math.OC][MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC][INFO.INFO-NA]Computer Science [cs]/Numerical Analysis [cs.NA]
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Kernel Density Estimation applied to the chance-constrained Goddard problem

2016

[INFO.INFO-NA] Computer Science [cs]/Numerical Analysis [cs.NA][MATH.MATH-OC] Mathematics [math]/Optimization and Control [math.OC]
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Solving chance constrained optimal control problems in aerospace via Kernel Density Estimation

2017

International audience; The goal of this paper is to show how non-parametric statistics can be used to solve some chance constrained optimization and optimal control problems. We use the Kernel Density Estimation method to approximate the probability density function of a random variable with unknown distribution , from a relatively small sample. We then show how this technique can be applied and implemented for a class of problems including the God-dard problem and the trajectory optimization of an Ariane 5-like launcher.

[ MATH.MATH-OC ] Mathematics [math]/Optimization and Control [math.OC]Mathematical optimizationControl and Optimizationchance constrained optimizationKernel density estimation0211 other engineering and technologiesProbability density function02 engineering and technology01 natural sciencesKernel Density Estimation010104 statistics & probability0101 mathematicsMathematics021103 operations researchApplied MathematicsConstrained optimizationTrajectory optimizationstochastic optimizationOptimal controlOptimal controlDistribution (mathematics)Aerospace engineeringControl and Systems EngineeringStochastic optimization[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]Random variableSoftware
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Optimisation d’un lanceur

2015

[INFO.INFO-NA] Computer Science [cs]/Numerical Analysis [cs.NA][MATH.MATH-OC] Mathematics [math]/Optimization and Control [math.OC]
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