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Optimization, Learning Algorithms and Applications

First International Conference, OL2A 2021, Bragança, Portugal, July 19–21, 2021, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Ana I. Pereira

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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  2. Florbela P. Fernandes

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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  3. João P. Coelho

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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  4. João P. Teixeira

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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  5. Maria F. Pacheco

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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  6. Paulo Alves

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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  7. Rui P. Lopes

    1. Instituto Politécnico de Bragança, Bragança, Portugal

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1488)

Included in the following conference series:

Conference proceedings info: OL2A 2021.

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Table of contents (52 papers)

  1. Front Matter

    Pages i-xiv
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  2. Optimization Theory

    1. Front Matter

      Pages 1-1
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    2. Dynamic Response Surface Method Combined with Genetic Algorithm to Optimize Extraction Process Problem

      • Laires A. Lima, Ana I. Pereira, Clara B. Vaz, Olga Ferreira, Márcio Carocho, Lillian Barros
      Pages 3-14

    3. Towards a High-Performance Implementation of the MCSFilter Optimization Algorithm

      • Leonardo Araújo, Maria F. Pacheco, José Rufino, Florbela P. Fernandes
      Pages 15-30

    4. On the Performance of the ORTHOMADS Algorithm on Continuous and Mixed-Integer Optimization Problems

      • Marie-Ange Dahito, Laurent Genest, Alessandro Maddaloni, José Neto
      Pages 31-47

    5. A Look-Ahead Based Meta-heuristics for Optimizing Continuous Optimization Problems

      • Thomas Nordli, Noureddine Bouhmala
      Pages 48-55

    6. Inverse Optimization for Warehouse Management

      • Hannu Rummukainen
      Pages 56-71

    7. Model-Agnostic Multi-objective Approach for the Evolutionary Discovery of Mathematical Models

      • Alexander Hvatov, Mikhail Maslyaev, Iana S. Polonskaya, Mikhail Sarafanov, Mark Merezhnikov, Nikolay O. Nikitin
      Pages 72-85

    8. A Simple Clustering Algorithm Based on Weighted Expected Distances

      • Ana Maria A. C. Rocha, M. Fernanda P. Costa, Edite M. G. P. Fernandes
      Pages 86-101

    9. Optimization of Wind Turbines Placement in Offshore Wind Farms: Wake Effects Concerns

      • José Baptista, Filipe Lima, Adelaide Cerveira
      Pages 102-109

    10. A Simulation Tool for Optimizing a 3D Spray Painting System

      • João Casanova, José Lima, Paulo Costa
      Pages 110-122

    11. Optimization of Glottal Onset Peak Detection Algorithm for Accurate Jitter Measurement

      • Joana Fernandes, Pedro Henrique Borghi, Diamantino Silva Freitas, João Paulo Teixeira
      Pages 123-137

    12. Searching the Optimal Parameters of a 3D Scanner Through Particle Swarm Optimization

      • João Braun, José Lima, Ana I. Pereira, Cláudia Rocha, Paulo Costa
      Pages 138-152

    13. Optimal Sizing of a Hybrid Energy System Based on Renewable Energy Using Evolutionary Optimization Algorithms

      • Yahia Amoura, Ângela P. Ferreira, José Lima, Ana I. Pereira
      Pages 153-168

  3. Robotics

    1. Front Matter

      Pages 169-169
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    2. Human Detector Smart Sensor for Autonomous Disinfection Mobile Robot

      • Hugo Mendonça, José Lima, Paulo Costa, António Paulo Moreira, Filipe Santos
      Pages 171-186

    3. Multiple Mobile Robots Scheduling Based on Simulated Annealing Algorithm

      • Diogo Matos, Pedro Costa, José Lima, António Valente
      Pages 187-202

    4. Multi AGV Industrial Supervisory System

      • Ana Cruz, Diogo Matos, José Lima, Paulo Costa, Pedro Costa
      Pages 203-218

    5. Dual Coulomb Counting Extended Kalman Filter for Battery SOC Determination

      • Arezki A. Chellal, José Lima, José Gonçalves, Hicham Megnafi
      Pages 219-234

    6. Sensor Fusion for Mobile Robot Localization Using Extended Kalman Filter, UWB ToF and ArUco Markers

      • Sílvia Faria, José Lima, Paulo Costa
      Pages 235-250
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  1. Optimization, Learning Algorithms and Applications

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About this book

This book constitutes selected and revised papers presented at the First International Conference on Optimization, Learning Algorithms and Applications, OL2A 2021, held in Bragança, Portugal, in July 2021. Due to the COVID-19 pandemic the conference was held online. 

The 39 full papers and 13 short papers were thoroughly reviewed and selected from 134 submissions. They are organized in the topical sections on optimization theory; robotics; measurements with the internet of things; optimization in control systems design; deep learning; data visualization and virtual reality; health informatics; data analysis; trends in engineering education.

Editors and Affiliations

  • Instituto Politécnico de Bragança, Bragança, Portugal

    Ana I. Pereira, Florbela P. Fernandes, João P. Coelho, João P. Teixeira, Maria F. Pacheco, Paulo Alves, Rui P. Lopes

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