GECCO Companion

Publications

2024

Hayden Andersen, Andrew Lensen, Will N. Browne, Yi Mei
Intepretable Local Explanations Through Genetic Programming. GECCO Companion (2024)
Yudai Tagawa, Hernán E. Aguirre, Kiyoshi Tanaka
Simple Distributed Bit Climber for Many-objective Optimization of Binary Epistatic Problems. GECCO Companion (2024)
Sebastian Zielinski, Maximilian Zorn, Thomas Gabor, Sebastian Feld, Claudia Linnhoff-Popien
Using an Evolutionary Algorithm to Create (MAX)-3SAT QUBOs. GECCO Companion (2024)
Kaixuan Jia, Jianbin Ma, Xiaoying Gao, Jiaxin Niu
Archive-based multiple feature construction methods using adaptive Genetic Programming. GECCO Companion (2024)
Weiyao Meng, Rong Qu, Nelishia Pillay
Machine Learning for Evolutionary Computation - the Vehicle Routing Problems Competition. GECCO Companion (2024)
Ruben Horn, Sarah L. Thomson, Daan van den Berg, Pieter Adriaans
The Easiest Hard Problem: Now Even Easier. GECCO Companion (2024)
Valentino Santucci, Josu Ceberio
Model-based Gradient Search using the Plackett-Luce model. GECCO Companion (2024)
Jared Murphy, Devroop Kar, Joshua Karns, Travis Desell
EXA-GP: Unifying Graph-Based Genetic Programming and Neuroevolution for Explainable Time Series Forecasting. GECCO Companion (2024)
Francisco Baeta, João Correia, Tiago Martins, Penousal Machado
Exploring Evolutionary Generators within Generative Adversarial Networks. GECCO Companion (2024)
Linas Stripinis, Jakub Kudela, Remigijus Paulavicius
Hot Off the Press: Benchmarking Derivative-Free Global Optimization Algorithms under Limited Dimensions and Large Evaluation Budgets. GECCO Companion (2024)
Davide Li Calsi, Matias Duran, Xiao-Yi Zhang, Paolo Arcaini, Fuyuki Ishikawa
Distributed Repair of Deep Neural Networks (Hot off the Press at GECCO 2024). GECCO Companion (2024)
Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024 GECCO Companion (2024)
Tuo Zhang, Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang
Decomposition-based Multi-objective Genetic Programming for Feature Learning in Image Classification. GECCO Companion (2024)
Johannes Karder, Sebastian Leitner, Bernhard Werth, Stefan Wagner
DynStack Competition - Dynamic Stacking Optimization in Uncertain Environments. GECCO Companion (2024)
Weiyan Jia, Lixin Tang, Yang Yang, Yun Dong
Bi-objective approach for lot-sizing problem in cold rolling production planning. GECCO Companion (2024)
Maria Gabriela Valeriano, João Luiz Junho Pereira, Carlos Roberto Veiga Kiffer, Ana Carolina Lorena
Explaining instances in the health domain based on the exploration of a dataset's hardness embedding. GECCO Companion (2024)
Kehinde O. Babaagba, Ritwik Murali, Sarah Thomson
Exploring the use of fitness landscape analysis for understanding malware evolution. GECCO Companion (2024)
Nathan Gaylinn, Joshua Bongard
A Meta-Evolutionary Algorithm for Co-evolving Genotypes and Genotype / Phenotype Maps. GECCO Companion (2024)
Bernhard Johannes Berger, Christina Plump, Lauren Paul, Rolf Drechsler
EvoAl - Codeless Domain-Optimisation. GECCO Companion (2024)
Arnold Unterauer, David Bucher, Matthias Knoll, Constantin Economides, Michael Lachner, Thomas Germain, Moritz Kessel, Smajo Hajdinovic, Jonas Stein
Solving the Turbine Balancing Problem using Quantum Annealing. GECCO Companion (2024)
Quentin Renau, Johann Dréo, Emma Hart
Ealain: A Camera Simulation Tool to Generate Instances for Multiple Classes of Optimisation Problem. GECCO Companion (2024)
Vinícius Veloso de Melo, Wolfgang Banzhaf, Giovanni Iacca
Accelerating GP Genome Evaluation Through Real Compilation with a Multiple Program Single Data Approach. GECCO Companion (2024)
Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Julia Handl
A Review of Randomness Techniques in Deep Neural Networks. GECCO Companion (2024)
Gayathri Rangu, Shivashankar B. Nair
Immuno-inspired Selective Aggregation for Decentralized Federated Deep Reinforcement Learning. GECCO Companion (2024)
Andrea Calabrese, Stefano Quer, Giovanni Squillero, Alberto Tonda
Towards an Evolutionary Approach for Exploting Core Knowledge in Artificial Intelligence. GECCO Companion (2024)
Elizaveta Yu. Shmalko, Askhat I. Diveev
Benchmark Problems for Machine Learning in Control Synthesis. GECCO Companion (2024)
Vivek Yelleti, Vadlamani Ravi, P. Radha Krishna
Online Feature Subset Selection in Streaming Features by Parallel Evolutionary Algorithms. GECCO Companion (2024)
Jeroen Rook, Holger H. Hoos, Heike Trautmann
Multi-objective Ranking using Bootstrap Resampling. GECCO Companion (2024)
Xiaoyue Li, Timo Kötzing
Algorithm Performance Comparison for Integer-Valued OneMax. GECCO Companion (2024)
Sascha Mücke
A Simple QUBO Formulation of Sudoku. GECCO Companion (2024)
Sara Ceschia, Francesca Da Ros, Luca Di Gaspero, Andrea Schaerf
EasyLocal++ a 25-year Perspective on Local Search Frameworks: The Evolution of a Tool for the Design of Local Search Algorithm. GECCO Companion (2024)
Arcadi Llanza, Nadiya Shvai, Amir Nakib
Evolutionary Algorithm Based Adaptive Image Anonymization. GECCO Companion (2024)
Camilo De La Torre, Kévin Cortacero, Sylvain Cussat-Blanc, Dennis Wilson
Multimodal Adaptive Graph Evolution. GECCO Companion (2024)
Bogdan Burlacu
Backend-agnostic Tree Evaluation for Genetic Programming. GECCO Companion (2024)
Bogdan Ruszczak, Michal Myller, Lukasz Tulczyjew, Agata Wijata, Jakub Nalepa
Particle Swarm Optimization Meets Deep Learning for Estimating Root-Zone Soil Moisture from Hyperspectral Images. GECCO Companion (2024)
Hisao Ishibuchi, Lie Meng Pang, Ke Shang
New Framework of Multi-Objective Evolutionary Algorithms with Unbounded External Archive. GECCO Companion (2024)
Junhao Song, Yingfang Yuan, Wei Pang
SAIS: A Novel Bio-Inspired Artificial Immune System Based on Symbiotic Paradigm. GECCO Companion (2024)
Siamak Ghodsi, Sahar Tahmasebi, Mahdi Jalili, Parham Moradi
Many-Objective Evolutionary Optimization using Density Peaks Scoring Selection Strategy. GECCO Companion (2024)
Simon Wietheger, Benjamin Doerr
A Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III). GECCO Companion (2024)
Ryan Edward Dougherty, Dylan Nathan Green, Hyunmook Kang, Grace Miro Kim, Stephanie Forrest
A Multi-Objective Genetic Algorithm for Location in Interaction Testing. GECCO Companion (2024)
Stuart D. Semujju, Fangqing Liu, Han Huang, Yi Xiang
Enhancing Fault Detection in Smart Contract Loops Through Adaptive Probabilistic Sampling. GECCO Companion (2024)
Roy de Winter, Thomas Bäck, Niki van Stein
Modular Optimization Framework for Mixed Expensive and Inexpensive Real-World Problems. GECCO Companion (2024)
Fumito Uwano, Will Neil Browne
Cognitive Learning System for Sequential Aliasing Patterns of States in Multistep Decision-Making. GECCO Companion (2024)
Gudny Birna Saemundsdottir, Saemundur Oskar Haraldsson
Large Language Models as All-in-one Operators for Genetic Improvement. GECCO Companion (2024)
Chiara Camilla Rambaldi Migliore, Omar Rota Stabelli, Giovanni Iacca
Balancing human livability and bumblebee population in urban green areas via Agent-Based Model and Evolutionary Algorithms. GECCO Companion (2024)
Zhongtian Luo, Jianpeng Xiong, Hu Peng, Gaosheng Zhan, Qingfu Zhang, Hui Wang, Xinyu Zhou, Wei Li, Ying Huang
A Micro Dynamic Multi-objective Evolutionary Algorithm for Small-scale Smart Greenhouse with Low-power Microprocessor. GECCO Companion (2024)
Neha Jain, Andrew Hornback, May Dongmei Wang
EMxDesign: A Genetic Algorithm for High Affinity Drug Design. GECCO Companion (2024)
Ryan Boldi, Matthew C. Fontaine, Sumeet Batra, Gaurav Sukhatme, Stefanos Nikolaidis
Generating Diverse Critics for Conditioned Policy Distillation. GECCO Companion (2024)
Zi Yang Bo, Qiang Yang, Ya-Hui Jia, Xu Dong Gao, Zhen-Yu Lu, Jun Zhang
Evolutionary Algorithm with Cross-Generation Environmental Selection for Traveling Salesman Problem. GECCO Companion (2024)
Maximilian Zorn, Sarah Gerner, Philipp Altmann, Thomas Gabor
Final Productive Fitness for Surrogates in Evolutionary Algorithms. GECCO Companion (2024)