The mosaic of metaheuristic algorithms in structural optimization
Metaheuristic optimization algorithms (MOAs) represent powerful tools for dealing with multi-
modal nonlinear optimization problems. The considerable attention that MOAs have …
modal nonlinear optimization problems. The considerable attention that MOAs have …
Designing complex architectured materials with generative adversarial networks
Architectured materials on length scales from nanometers to meters are desirable for diverse
applications. Recent advances in additive manufacturing have made mass production of …
applications. Recent advances in additive manufacturing have made mass production of …
Structural optimization using evolution strategies and neural networks
M Papadrakakis, ND Lagaros… - Computer methods in …, 1998 - Elsevier
The objective of this paper is to investigate the efficiency of combinatorial optimization
methods, in particular algorithms based on evolution strategies (ES) when incorporated into …
methods, in particular algorithms based on evolution strategies (ES) when incorporated into …
Structural optimization using evolutionary algorithms
ND Lagaros, M Papadrakakis, G Kokossalakis - Computers & structures, 2002 - Elsevier
The objective of this paper is to investigate the efficiency of various evolutionary algorithms
(EA), such as genetic algorithms and evolution strategies, when applied to large-scale …
(EA), such as genetic algorithms and evolution strategies, when applied to large-scale …
A machine-learning framework for rapid adaptive digital-twin based fire-propagation simulation in complex environments
TI Zohdi - Computer Methods in Applied Mechanics and …, 2020 - Elsevier
The objective of this work is to illustrate how to algorithmically integrate Machine-Learning
Algorithms (MLA's) with multistage/multicomponent fire spread models. In order to tangibly …
Algorithms (MLA's) with multistage/multicomponent fire spread models. In order to tangibly …
Adaptive evolution strategies in structural optimization: Enhancing their computational performance with applications to large-scale structures
O Hasançebi - Computers & structures, 2008 - Elsevier
In this study the computational performance of adaptive evolution strategies (ESs) in large-
scale structural optimization is mainly investigated to achieve the following objectives:(i) to …
scale structural optimization is mainly investigated to achieve the following objectives:(i) to …
Simultaneous topology, shape and size optimization of truss structures by fully stressed design based on evolution strategy
The most effective scheme of truss optimization considers the combined effect of topology,
shape and size (TSS); however, most available studies on truss optimization by …
shape and size (TSS); however, most available studies on truss optimization by …
The Game of Drones: rapid agent-based machine-learning models for multi-UAV path planning
TI Zohdi - Computational Mechanics, 2020 - Springer
The goal of this article is to provide basic modeling and simulation techniques for systems of
multiple interacting Unmanned Aerial Vehicles, so called “swarms”, for applications in …
multiple interacting Unmanned Aerial Vehicles, so called “swarms”, for applications in …
A cascade optimization methodology for automatic parameter identification and shape/process optimization in metal forming simulation
JP Ponthot, JP Kleinermann - Computer methods in applied mechanics …, 2006 - Elsevier
Computer simulations of metal forming processes using the finite element method (FEM)
are, today, well established. This form of simulation uses an increasing number of …
are, today, well established. This form of simulation uses an increasing number of …
Dynamic thermomechanical modeling and simulation of the design of rapid free-form 3D printing processes with evolutionary machine learning
TI Zohdi - Computer Methods in Applied Mechanics and …, 2018 - Elsevier
Rapid free-form printing of heated polymeric materials, whereby an extruder is attached to a
robotic arm, is a growing field. In order to properly plan a complex tool path, one needs to …
robotic arm, is a growing field. In order to properly plan a complex tool path, one needs to …