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18th PPSN 2024: Hagenberg, Austria - Part IV
- Michael Affenzeller

, Stephan M. Winkler
, Anna V. Kononova
, Heike Trautmann
, Tea Tusar
, Penousal Machado
, Thomas Bäck
:
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part IV. Lecture Notes in Computer Science 15151, Springer 2024, ISBN 978-3-031-70084-2
Multi-objective Optimization
- Kai Li

, Kangnian Lin
, Ruihao Zheng
, Zhenkun Wang
:
Selection Strategy Based on Proper Pareto Optimality in Evolutionary Multi-objective Optimization. 3-19 - Kenneth Zhang

, Angel E. Rodriguez-Fernandez
, Ke Shang
, Hisao Ishibuchi
, Oliver Schütze
:
Hypervolume Gradient Subspace Approximation. 20-35 - Cheng Gong

, Ping Guo
, Tianye Shu
, Qingfu Zhang
, Hisao Ishibuchi
:
LTR-HSS: A Learning-to-Rank Based Framework for Hypervolume Subset Selection. 36-51 - Cheng Gong

, Lie Meng Pang
, Qingfu Zhang
, Hisao Ishibuchi
:
Three Objectives Degrade the Convergence Ability of Dominance-Based Multi-objective Evolutionary Algorithms. 52-67 - Yilu Liu

, Chengyu Lu
, Xi Lin
, Qingfu Zhang
:
Many-Objective Cover Problem: Discovering Few Solutions to Cover Many Objectives. 68-82 - Clément Legrand

, Diego Cattaruzza
, Laetitia Jourdan
, Marie-Eléonore Kessaci
:
Solution-Based Knowledge Discovery for Multi-objective Optimization. 83-99 - Eva Röper

, Jens Weise
, Christoph Steup
, Sanaz Mostaghim
:
Innovization for Route Planning Applied to an Uber Movement Speeds Dataset for Berlin. 100-116 - Anh Viet Do

, Mingyu Guo
, Aneta Neumann
, Frank Neumann
:
Evolutionary Multi-objective Diversity Optimization. 117-134 - Tingyang Wei

, Jiao Liu
, Abhishek Gupta
, Puay Siew Tan, Yew-Soon Ong
:
Bayesian Forward-Inverse Transfer for Multiobjective Optimization. 135-152 - Simon Wietheger

, Benjamin Doerr
:
Near-Tight Runtime Guarantees for Many-Objective Evolutionary Algorithms. 153-168 - Felipe Honjo Ide

, Hernán E. Aguirre
, Kiyoshi Tanaka
:
Multi-objective Random Bit Climbers with Weighted Permutation on Large Scale Binary MNK-Landscapes. 169-185 - Rongguang Ye

, Longcan Chen
, Jinyuan Zhang
, Hisao Ishibuchi
:
An Unbounded Archive-Based Inverse Model in Evolutionary Multi-objective Optimization. 186-201 - Lennart Schäpermeier

, Pascal Kerschke
:
Reinvestigating the R2 Indicator: Achieving Pareto Compliance by Integration. 202-216 - Stefano Genetti

, Eros Ribaga
, Elia Cunegatti
, Quintino F. Lotito
, Giovanni Iacca
:
Influence Maximization in Hypergraphs Using Multi-Objective Evolutionary Algorithms. 217-235 - Dan-Xuan Liu

, Chao Qian
:
Biased Pareto Optimization for Subset Selection with Dynamic Cost Constraints. 236-251 - Rodolfo Humberto Tamayo, Jesús Guillermo Falcón-Cardona

, Carlos A. Coello Coello
:
Reaching Pareto Front Shape Invariance with a Continuous Multi-objective Ant Colony Optimization Algorithm. 252-267 - Zakaria Abdelmoiz Dahi

, Francisco Chicano
, Gabriel Luque
, Bilel Derbel
, Enrique Alba
:
Scalable Quantum Approximate Optimiser for Pseudo-Boolean Multi-objective Optimisation. 268-284 - Lie Meng Pang

, Hisao Ishibuchi
, Yang Nan
, Cheng Gong
:
Reliability of Indicator-Based Comparison Results of Evolutionary Multi-objective Algorithms. 285-298 - Zimin Liang, Zhiji Cui, Miqing Li:

Pareto Landscape: Visualising the Landscape of Multi-objective Optimisation Problems. 299-315
Real-World Applications
- Romain Michelucci

, Denis Pallez
, Tristan Cazenave
, Jean-Paul Comet
:
Improving Continuous Monte Carlo Tree Search for Identifying Parameters in Hybrid Gene Regulatory Networks. 319-334 - Darrell Whitley, Ozeas Quevedo de Carvalho

, Mark Roberts, Vivint Shetty, Piyabutra Jampathom:
Satellite Resource Scheduling: Compaction Strategies for Genetic Algorithm Schedulers. 335-350 - Ritam Guha

, Ryan McKendrick, Bradley Feest, Kalyanmoy Deb
:
Attacker-Defender Strategy Optimization Using Multi-objective Competitive Co-Evolution. 351-366 - Lee A. Christie

, Atakan Sahin
, Akinola Ogunsemi
, Alexandru-Ciprian Zavoianu
, John A. W. McCall
:
On the Multi-objective Optimization of Wind Farm Cable Layouts with Regard to Cost and Robustness. 367-382 - Egor Bazhenov

, Ivan Jarsky, Valeria Efimova, Sergey Muravyov:
EvoVec: Evolutionary Image Vectorization with Adaptive Curve Number and Color Gradients. 383-397 - Runlong Yu

, Robert Ladwig
, Xiang Xu
, Peijun Zhu
, Paul C. Hanson
, Yiqun Xie
, Xiaowei Jia
:
Evolution-Based Feature Selection for Predicting Dissolved Oxygen Concentrations in Lakes. 398-415 - Sara Mandujano

, Adriana Lara
, Juan Carlos Ku-Cauich
:
Using Evolutionary Algorithms for the Search of 16-Variable Weight-Wise Perfectly Balanced Boolean Functions with High Non-linearity. 416-428 - Claude Carlet, Marko Ðurasevic

, Domagoj Jakobovic
, Stjepan Picek
:
Discovering Rotation Symmetric Self-dual Bent Functions with Evolutionary Algorithms. 429-445

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