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18th PPSN 2024: Hagenberg, Austria - Part I
- Michael Affenzeller
, Stephan M. Winkler
Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15148, Springer 2024, ISBN 978-3-031-70054-5
Combinatorial Optimization
- Adrian Petrovan
On the Design of Diploid Memetic Algorithms for Solving the Multidimensional Multi-way Number Partitioning Problem. 3-19 - Xiankun Yan
Sliding Window Bi-objective Evolutionary Algorithms for Optimizing Chance-Constrained Monotone Submodular Functions. 20-35 - Saining Liu
GPGLS: Genetic Programming Guided Local Search for Large-Scale Vehicle Routing Problems. 36-51 - Francisco Chicano
Generalizing and Unifying Gray-Box Combinatorial Optimization Operators. 52-67 - Maria N. Anastasiadou
Ant Colony Optimization for the Dynamic Electric Vehicle Routing Problem. 68-84 - Tristan Cazenave
Learning a Prior for Monte Carlo Search by Replaying Solutions to Combinatorial Problems. 85-99 - Jonathan Heins
Dancing to the State of the Art? - How Candidate Lists Influence LKH for Solving the Traveling Salesperson Problem. 100-115 - Kokila Kasuni Perera
Multi-objective Evolutionary Approaches for the Knapsack Problem with Stochastic Profits. 116-132 - Han Zhang
Knowledge-Guided Optimization for Complex Vehicle Routing with 3D Loading Constraints. 133-148
Genetic Programming
- Henning Cui
Positional Bias Does Not Influence Cartesian Genetic Programming with Crossover. 151-167 - Julia Reuter
Unit-Aware Genetic Programming for the Development of Empirical Equations. 168-183 - Marko Durasevic
Improving the Performance of Relocation Rules for the Container Relocation Problem with the Rollout Algorithm. 184-200 - Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang:
P-Mixup: Improving Generalization Performance of Evolutionary Feature Construction with Pessimistic Vicinal Risk Minimization. 201-220 - Jinglu Song
Symbol Graph Genetic Programming for Symbolic Regression. 221-237 - Johannes Koch
Simultaneous Model-Based Evolution of Constants and Expression Structure in GP-GOMEA for Symbolic Regression. 238-255 - Yuri Lavinas
Adaptive Sampling of Biomedical Images with Cartesian Genetic Programming. 256-272 - Gabriel Kronberger
The Inefficiency of Genetic Programming for Symbolic Regression. 273-289 - Miguel Rabuge
Decision Tree Based Wrappers for Hearing Loss. 290-305 - Camilo De La Torre
Multimodal Adaptive Graph Evolution for Program Synthesis. 306-321 - Christopher Crary
Enhancing the Computational Efficiency of Genetic Programming Through Alternative Floating-Point Primitives. 322-339
Fitness Landscape Modeling and Analysis
- Gabriela Ochoa
Funnels in Multi-objective Fitness Landscapes. 343-359 - Arnaud Liefooghe
Contrasting the Landscapes of Feature Selection Under Different Machine Learning Models. 360-376 - Sarah L. Thomson
Entropy, Search Trajectories, and Explainability for Frequency Fitness Assignment. 377-392 - Darrell Whitley, Gabriela Ochoa, Francisco Chicano:
Over Sampling Local Optima: Selection and Sampling Bias in Hybrid Genetic Algorithms. 393-408 - Xavier F. C. Sánchez-Díaz
Regularized Feature Selection Landscapes: An Empirical Study of Multimodality. 409-426
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