Bioinspired Optimization Methods and Their Applications: 9th International Conference, BIOMA 2020, Brussels, Belgium, November 19–20, 2020, Proceedings

Front Matter ....Pages i-xi
Front Matter ....Pages 1-1
 Synthetic vs. Real-World Continuous Landscapes: A Local Optima Networks View  (Marco A. Contreras-Cruz, Gabriela Ochoa, Juan P. Ramirez-Paredes)....Pages 3-16
 Variable Response Duration Promotes Self-organization in Decentralized Swarms  (Kaelan Engholdt, H. David Mathias, Annie S. Wu)....Pages 17-28
 Inflationary Differential Evolution for Constrained Multi-objective Optimisation Problems  (Gianluca Filippi, Massimiliano Vasile)....Pages 29-42
 An Analysis of Phenotypic Diversity in Multi-solution Optimization  (Alexander Hagg, Mike Preuss, Alexander Asteroth, Thomas Bäck)....Pages 43-55
 Parameter Evolution Self-Adaptive Strategy and Its Application for Cuckoo Search  (Yifan He, Claus Aranha, Tetsuya Sakurai)....Pages 56-68
 Refining the CC-RDG3 Algorithm with Increasing Population Scheme and Persistent Covariance Matrix  (Dani Irawan, Margarita Antoniou, Boris Naujoks, Gregor Papa)....Pages 69-83
 Reinforcement Learning for N-player Games: The Importance of Final Adaptation  (Wolfgang Konen, Samineh Bagheri)....Pages 84-96
 An Interactive Framework for Offline Data-Driven Multiobjective Optimization  (Atanu Mazumdar, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen)....Pages 97-109
 Communication Optimization for Efficient Dynamic Task Allocation in Swarm Robotics  (Nadia Nedjah, Luigi Maciel Ribeiro, Luiza de Macedo Mourelle)....Pages 110-124
 Migration Guided by a Performance Index in Heterogeneous Island Models  (Rodrigo C. A. F. Pontes, Grasiele R. Duarte, Leonardo Goliatt)....Pages 125-134
 Bio-inspired Optimization Based on Biological Growth Method and Mesh Morphing Surface Sculpting  (Stefano Porziani, Marco E. Biancolini)....Pages 135-147
 Understanding the Behavior of Reinforcement Learning Agents  (Jörg Stork, Martin Zaefferer, Thomas Bartz-Beielstein, A. E. Eiben)....Pages 148-160
 Time Series Encodings with Temporal Convolutional Networks  (Markus Thill, Wolfgang Konen, Thomas Bäck)....Pages 161-173
Front Matter ....Pages 175-175
 On Formulating the Ground Scheduling Problem as a Multi-objective Bilevel Problem  (Margarita Antoniou, Gašper Petelin, Gregor Papa)....Pages 177-188
 Optimization of a Thermal Ice Protection System by Means of a Genetic Algorithm  (Bárbara Arizmendi Gutiérrez, Alberto Della Noce, Mariachiara Gallia, Alberto Guardone)....Pages 189-200
 A Memetic Algorithm with Parallel Local Search for Flowshop Scheduling Problems  (Pavel Borisovsky, Yulia Kovalenko)....Pages 201-213
 Optimizing Robotic Cheetah Leg Parameters Using Evolutionary Algorithms  (Maxim Buzdalov, Sergey Kolyubin, Artem Egorov, Ivan Borisov)....Pages 214-227
 A Game Theory Approach for Crowd Evacuation Modelling  (Carolina Crespi, Georgia Fargetta, Mario Pavone, Rocco A. Scollo, Laura Scrimali)....Pages 228-239
 A Hybrid Neural Network-Genetic Programming Intelligent Control Approach  (Francesco Marchetti, Edmondo Minisci)....Pages 240-254
 Extreme Learning Machine with Evolutionary Parameter Tuning Applied to Forecast the Daily Natural Flow at Cahora Bassa Dam, Mozambique  (Alfeu D. Martinho, Celso B. M. Ribeiro, Yulia Gorodetskaya, Tales L. Fonseca, Leonardo Goliatt)....Pages 255-267
 A 3D Path Planning Algorithm Based on PSO for Autonomous UAVs Navigation  (Alireza Mirshamsi, Simone Godio, Amin Nobakhti, Stefano Primatesta, Fabio Dovis, Giorgio Guglieri)....Pages 268-280
 Hybrid Variable Selection and Support Vector Regression for Gas Sensor Optimization  (Margarita Rebolledo, Ruxandra Stoean, A. E. Eiben, Thomas Bartz-Beielstein)....Pages 281-293
 Diversity Promoting Strategies in a Multi- and Many-Objective Evolutionary Algorithm for Molecular Optimization  (Susanne Rosenthal)....Pages 294-307
 Constrained Multiobjective Optimization for the Design of Energy-Efficient Context Recognition Systems  (Aljoša Vodopija, Vito Janko, Mitja Luštrek, Bogdan Filipič)....Pages 308-320
Back Matter ....Pages 321-322