Results 21 to 30 of about 66,605 (263)

Randomized Simplicial Hessian Update

open access: yesMathematics, 2021
Recently, a derivative-free optimization algorithm was proposed that utilizes a minimum Frobenius norm (MFN) Hessian update for estimating the second derivative information, which in turn is used for accelerating the search.
Árpád Bűrmen   +2 more
doaj   +1 more source

The Second-Order Shape Derivative of Kohn–Vogelius-Type Cost Functional Using the Boundary Differentiation Approach

open access: yesMathematics, 2014
A shape optimization method is used to study the exterior Bernoulli free boundaryproblem. We minimize the Kohn–Vogelius-type cost functional over a class of admissibledomains subject to two boundary value problems. The first-order shape derivative of the
Jerico B. Bacani, Gunther Peichl
doaj   +1 more source

Derivative-Free Multiobjective Trust Region Descent Method Using Radial Basis Function Surrogate Models

open access: yesMathematical and Computational Applications, 2021
We present a local trust region descent algorithm for unconstrained and convexly constrained multiobjective optimization problems. It is targeted at heterogeneous and expensive problems, i.e., problems that have at least one objective function that is ...
Manuel Berkemeier, Sebastian Peitz
doaj   +1 more source

Derivative-free neural network for optimizing the scoring functions associated with dynamic programming of pairwise-profile alignment

open access: yesAlgorithms for Molecular Biology, 2018
Background A profile-comparison method with position-specific scoring matrix (PSSM) is among the most accurate alignment methods. Currently, cosine similarity and correlation coefficients are used as scoring functions of dynamic programming to calculate ...
Kazunori D. Yamada
doaj   +1 more source

Data-Driven-Model-Based Full-Region Optimal Mapping Method of Permanent Magnet Synchronous Motors in Wide Temperature Range

open access: yesMachines, 2023
To improve the motor efficiency and expand the actual external characteristic region of electric vehicle permanent magnet synchronous motor (PMSM) drive systems, the optimal operation of mapping torque to d-q axis current is usually applied. Nevertheless,
Yuanjun Bian   +4 more
doaj   +1 more source

Derivative Free Optimal Thrust Allocation in Ship Dynamic Positioning Based on Direct Search Algorithms [PDF]

open access: yesTransNav, 2020
In dynamic positioning systems, nonlinear cost functions, as well as nonlinear equality and inequality constraints within optimal thrust allocation procedures cannot be handled directly by means of the solvers like industry-standardized quadratic ...
Marko Valčic, Jasna Prpic-OrŁic
doaj   +1 more source

Query Complexity of Derivative-Free Optimization

open access: yesCoRR, 2012
This paper provides lower bounds on the convergence rate of Derivative Free Optimization (DFO) with noisy function evaluations, exposing a fundamental and unavoidable gap between the performance of algorithms with access to gradients and those with access to only function evaluations.
Kevin G. Jamieson   +2 more
openaire   +3 more sources

Derivative-free optimization of a rapid-cycling synchrotron

open access: yesOptimization and Engineering, 2022
We develop and solve a constrained optimization model to identify an integrable optics rapid-cycling synchrotron lattice design that performs well in several capacities. Our model encodes the design criteria into 78 linear and nonlinear constraints, as well as a single nonsmooth objective, where the objective and some constraints are defined from the ...
Eldred, Jeffrey S   +4 more
openaire   +5 more sources

Compact Model Parameter Extraction via Derivative-Free Optimization

open access: yesIEEE Access
In this paper, we address the problem of compact model parameter extraction to simultaneously extract tens of parameters via derivative-free optimization.
Rafael Perez Martinez   +6 more
doaj   +1 more source

A Derivative-Free Algorithm for Bound Constrained Optimization

open access: yesComputational Optimization and Applications, 2002
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
LUCIDI, Stefano, M. Sciandrone
openaire   +5 more sources

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