Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences

✍ Scribed by António Gaspar-Cunha, Jacques Periaux, Kyriakos C. Giannakoglou, Nicolas R. Gauger, Domenico Quagliarella, David Greiner

• Publisher: Springer International Publishing;Springer
• Year: 2021
• Tongue: English
• Leaves: 435
• Series: Computational Methods in Applied Sciences 55
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book presents improved and extended versions of selected papers from EUROGEN 2019, a conference with interest on developing or applying evolutionary and deterministic methods in optimization of design and emphasizing on industrial and societal applications.

✦ Table of Contents

Front Matter ....Pages i-xi
A Bi-Level Optimization Approach to Define Dynamic Tariffs with Variable Prices and Periods in the Electricity Retail Market (Inês Soares, Maria João Alves, Carlos Henggeler Antunes)....Pages 1-16
An Evolutionary Algorithm for a Bilevel Biobjective Location-Routing-Allocation Problem (Herminia I. Calvete, Carmen Galé, José A. Iranzo)....Pages 17-33
Incorporation of Region of Interest in a Decomposition-Based Multi-objective Evolutionary Algorithm (Ivan Reinaldo Meneghini, Frederico Gadelha Guimarães, António Gaspar-Cunha, Miri Weiss Cohen)....Pages 35-50
Solving Multiobjective Engineering Design Problems Through a Scalarized Augmented Lagrangian Algorithm (SCAL) (Lino Costa, Isabel Espírito Santo, Pedro Oliveira)....Pages 51-68
Many-Objective Multidisciplinary Evolutionary Design for Hybrid-Wing-Body-Type Flyback Booster on an Entirely Automated System (Taiki Hatta, Masataka Sawahara, Kazuhisa Chiba)....Pages 69-84
A Neuroevolutionary Approach to Feature Selection Using Multiobjective Evolutionary Algorithms (Renê S. Pinto, M. Fernanda P. Costa, Lino A. Costa, António Gaspar-Cunha)....Pages 85-97
Multi-objective Optimization in the Build Orientation of a 3D CAD Model (Marina A. Matos, Ana Maria A. C. Rocha, Lino A. Costa, Ana I. Pereira)....Pages 99-114
The Effects of Crowding Distance and Mutation in Multimodal and Multi-objective Optimization Problems (Mahrokh Javadi, Heiner Zille, Sanaz Mostaghim)....Pages 115-130
Combining Manhattan and Crowding Distances in Decision Space for Multimodal Multi-objective Optimization Problems (Mahrokh Javadi, Cristian Ramirez-Atencia, Sanaz Mostaghim)....Pages 131-145
An Unsteady Aerodynamic/Aeroacoustic Optimization Framework Using Continuous Adjoint (M. Monfaredi, X. S. Trompoukis, K. T. Tsiakas, K. C. Giannakoglou)....Pages 147-162
Discrete Adjoint Approaches for CHT Applications in OpenFOAM (Markus Towara, Johannes Lotz, Uwe Naumann)....Pages 163-178
Robustness Measures for Multi-objective Robust Design (Lisa Kusch, Nicolas R. Gauger)....Pages 179-190
Uncertainty Assessment of an Optimized ERCOFTAC Pump (R. De Donno, A. Fracassi, A. Ghidoni, P. M. Congedo)....Pages 191-209
Gradient-Based Aerodynamic Robust Optimization Using the Adjoint Method and Gaussian Processes (Christian Sabater, Stefan Görtz)....Pages 211-226
A Multi Layer Evidence Network Model for the Design Process of Space Systems Under Epistemic Uncertainty (Gianluca Filippi, Massimiliano Vasile)....Pages 227-243
Solving Multi-objective Optimal Design and Maintenance for Systems Based on Calendar Times Using NSGA-II (Andrés Cacereño, Blas Galván, David Greiner)....Pages 245-259
Assessment of Exergy Analysis of CFD Simulations for the Evaluation of Aero-Thermo-Propulsive Performance of Aerial Vehicles (Christelle Wervaecke, Ilias Petropoulos, Didier Bailly)....Pages 261-275
Surrogate-Based Shape Optimization of Centrifugal Pumps for Automotive Engine Cooling Systems (R. De Donno, A. Fracassi , G. Noventa, A. Ghidoni, S. Rebay)....Pages 277-290
Towards an Open-Source Framework for Aero-Structural Design and Optimization Within the SU2 Suite (Rocco Bombardieri, Ruben Sanchez, Rauno Cavallaro, Nicolas R. Gauger)....Pages 291-306
Neuroevolutionary Multiobjective Optimization of Injection Stretch Blow Molding Process in the Blowing Phase (Renê S. Pinto, Hugo M. Silva, Fernando M. Duarte, João P. Nunes, António Gaspar-Cunha)....Pages 307-318
Simulation of Vacuum Assisted Resin Infusion (VARI) Process for the Production of Composite Material Parts (Joana M. Malheiro, J. P. Nunes)....Pages 319-340
Towards CAD-Based Shape Optimization of Aircraft Engine Nozzles (Simon Bagy, Bijan Mohammadi, Michaël Mèheut, Mathieu Lallia, Pascal Coat)....Pages 341-359
A Two-Phase Heuristic Coupled DIRECT Method for Bound Constrained Global Optimization (M. Fernanda P. Costa, Edite M. G. P. Fernandes, Ana Maria A. C. Rocha)....Pages 361-375
A Multiple Shooting Descent-Based Filter Method for Optimal Control Problems (Gisela C. V. Ramadas, Edite M. G. P. Fernandes, Ana Maria A. C. Rocha, M. Fernanda P. Costa)....Pages 377-392
Irrigation Planning with Fine Meshes (Sofia O. Lopes, M. Fernanda P. Costa, Rui M. S. Pereira, M. T. Malheiro, Fernando A. C. C. Fontes)....Pages 393-407
Optimal Path and Path-Following Control in Airborne Wind Energy Systems (Manuel C. R. M. Fernandes, Luís Tiago Paiva, Fernando A. C. C. Fontes)....Pages 409-421
Temperature Time Series Forecasting in the Optimal Challenges in Irrigation (TO CHAIR) (A. Manuela Gonçalves, Cláudia Costa, Marco Costa, Sofia O. Lopes, Rui Pereira)....Pages 423-435

✦ Subjects

Engineering; Computational Intelligence; Control; Engineering Mathematics; Robotics and Automation