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The Institute of Theoretical and Applied Mechanics
26
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1.
Original version of the author's contribution in proceedings, page 690, section SOL.:
PDF
SHIFTING OF LHS DESIGN FOR SURROGATE MODELING
Myšáková, E.
;
Lepš, M.
Surrogate modeling (Meta-modeling) is a commonly used approach for analysis of complex systems' behavior. Time and computing demands of analytical models describing such [...]
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2.
Original version of the author's contribution as presented on CD, , page 69. :
PDF
Computational aspects of RBFN meta-models for reliability problems
Lepš, M.
;
Šmejkal, M.
79
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3.
Original version of the author's contribution as presented on CD, id 135, section SOL.:
PDF
GLOBAL TOPOLOGY WEIGHT OPTIMIZATION OF 52-BAR BENCHMARK TRUSS WITH DISCRETE CROSS-SECTIONS
Tyburec, M.
;
Lepš, M.
Truss topology weight optimization problem with discrete cross-sections can be formulated as a mixed-integer linear program (MILP), which is solvable to global optimality [...]
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4.
Original version of the author's contribution as presented on CD, id 114, section REL.:
PDF
COMPARISON OF DIFFERENT SIMULATION TECHNIQUES FOR RELIABILITY-BASED DESIGN OPTIMIZATION
Pospíšilová, A.
;
Lepš, M.
This contribution focuses on a double-looped reliability-based design optimization, in which the reliability of the system is evaluated in the inner loop and the designin [...]
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5.
Original version of the author's contribution as presented on CD, id 098, section SOL.:
PDF
PRESS WEIGHTED AVERAGE SURROGATE: TRIAL TESTS IN 2D
Myšáková, E.
;
Lepš, M.
Surrogate modeling (Meta-modeling) is an often used tool for analysis of behavior of complex systems which are usually described by computationally demanding models. Surr [...]
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6.
Original version of the author's contribution as presented on CD, paper (No. 230).:
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Branch and bound method for global optima of size optimization benchmarks
Pospíšilová, A.
;
Lepš, M.
This contribution focuses on searching for global optima of size optimization benchmarks utilizing a method based on branch and bound principles. The goal is to show the [...]
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7.
Original version of the author's contribution as presented on CD, paper (No. 219).:
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Shape optimization by particle swarm algorithm utilizing isogeometric analysis
Pospíšilová, A.
;
Patzák, B.
The present paper describes the application of the particle swarm optimization (PSO) to the shape optimization of two-dimensional domains described by NURBS (non-uniform [...]
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8.
Original version of the author's contribution as presented on CD, paper (No. 227).:
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Method for constrained designs of experiments in two dimensions
Myšáková, E.
;
Lepš, M.
This paper presents a new approach for generating a Design of Experiments in constrained and non-regular two-dimensional spaces. The methodology is based on the triangula [...]
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9.
Original version of the author's contribution as presented on CD, paper No. 114.:
PDF
ADAPTIVE UPDATE OF SURROGATE MODELS FOR RELIABILITY-BASED DESIGN OPTIMIZATION: A REVIEW
Pospíšilová, A.
;
Lepš, M.
Meta-models (or surrogate models, formerly response surfaces) are getting popular in engineering designs. They are used to simulate the behaviour of structures with less [...]
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10.
Original version of the author's contribution as presented on CD, paper No. 92.:
PDF
COMPARISON OF METHODS FOR CONSTRAINED DESIGN OF COMPUTER EXPERIMENTS
Myšáková, E.
;
Lepš, M.
A design of experiments creates an essential part in any experimentation, development of metamodels, sensitivity analysis or probability calculations. The creation of the [...]
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