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26th EvoApplications 2023: Brno, Czech Republic
- João Correia
, Stephen L. Smith
Applications of Evolutionary Computation - 26th European Conference, EvoApplications 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12-14, 2023, Proceedings. Lecture Notes in Computer Science 13989, Springer 2023, ISBN 978-3-031-30228-2
Applications of Evolutionary Computation
- Steffen Limmer
An Evolutionary Approach for Scheduling a Fleet of Shared Electric Vehicles. 3-18 - Ahmet Burak Barakli, Fatih Semiz, Emre Atasoy:
The Specialized Threat Evaluation and Weapon Target Assignment Problem: Genetic Algorithm Optimization and ILP Model Solution. 19-34 - Neil Urquhart, Emma Hart:
Improving the Size and Quality of MAP-Elites Containers via Multiple Emitters and Decoders for Urban Logistics. 35-52 - David Melder
An Evolutionary Hyper-Heuristic for Airport Slot Allocation. 53-68 - Ferrante Neri
A Fitness Landscape Analysis Approach for Reinforcement Learning in the Control of the Coupled Inverted Pendulum Task. 69-85 - Paul Mitchell
Local Optima Networks for Assisted Seismic History Matching Problems. 86-101 - Iman Rahimi
Extending Boundary Updating Approach for Constrained Multi-objective Optimization Problems. 102-117 - Solofohanitra Rahamefy Andriamalala
Multi-agent vs Classic System of an Electricity Mix Production Optimization. 118-128 - Ege de Bruin
A Multi-brain Approach for Multiple Tasks in Evolvable Robots. 129-144 - Kirsty Montague, Emma Hart
A Quality-Diversity Approach to Evolving a Repertoire of Diverse Behaviour-Trees in Robot Swarms. 145-160 - Kehinde O. Babaagba
Evolutionary Based Transfer Learning Approach to Improving Classification of Metamorphic Malware. 161-176 - Ali Deveci
Evolving Lightweight Intrusion Detection Systems for RPL-Based Internet of Things. 177-193 - Kalthoum Karkazan, Haluk Rahmi Topcuoglu
A New Prediction-Based Algorithm for Dynamic Multi-objective Optimization Problems. 194-209 - Feijoo Colomine Duran
Epoch-Based Application of Problem-Aware Operators in a Multiobjective Memetic Algorithm for Portfolio Optimization. 210-222 - Gabriel Fernandes
Reducing the Price of Stable Cable Stayed Bridges with CMA-ES. 223-236 - Marko Durasevic, Domagoj Jakobovic, Luca Mariot, Sihem Mesnager, Stjepan Picek:
On the Evolution of Boomerang Uniformity in Cryptographic S-boxes. 237-252 - Ana Kostovska
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms. 253-268 - João Correia
Automatic Design of Telecom Networks with Genetic Algorithms. 269-284 - Ana Nikolikj
RF+clust for Leave-One-Problem-Out Performance Prediction. 285-301 - Mujtaba Hassan
Evolving Non-cryptographic Hash Functions Using Genetic Programming for High-speed Lookups in Network Security Applications. 302-318 - Habiba Akter
Use of a Genetic Algorithm to Evolve the Parameters of an Iterated Function System in Order to Create Adapted Phenotypic Structures. 319-331
Analysis of Evolutionary Computation Methods: Theory, Empirics, and Real-World Applications
- Diederick Vermetten
To Switch or Not to Switch: Predicting the Benefit of Switching Between Algorithms Based on Trajectory Features. 335-350 - Ege de Bruin
Frequency Fitness Assignment on JSSP: A Critical Review. 351-363 - Jakub Kudela
A Collection of Robotics Problems for Benchmarking Evolutionary Computation Methods. 364-379 - Fu Xing Long
BBOB Instance Analysis: Landscape Properties and Algorithm Performance Across Problem Instances. 380-395 - Mateus Boiani
A Fitness-Based Migration Policy for Biased Random-Key Genetic Algorithms. 396-410 - Raphael Patrick Prager
Nullifying the Inherent Bias of Non-invariant Exploratory Landscape Analysis Features. 411-425 - Sowmya Chandrasekaran
A Robust Statistical Framework for the Analysis of the Performances of Stochastic Optimization Algorithms Using the Principles of Severity. 426-441 - Andrejaana Andova, Tobias Benecke, Harald Ludwig
Towards Constructing a Suite of Multi-objective Optimization Problems with Diverse Landscapes. 442-457
Computational Intelligence for Sustainability
- Giulia Di Capua
Using Genetic Programming to Learn Behavioral Models of Lithium Batteries. 461-474 - Antonio Agresta
An Intelligent Optimised Estimation of the Hydraulic Jump Roller Length. 475-490 - Alejandro Peña, Alejandro Puerta, Isis Bonet, Fabio Caraffini, Mario Gongora, Ivan Ochoa:
A Multispectral Image Classification Framework for Estimating the Operational Risk of Lethal Wilt in Oil Palm Crops. 491-506 - Alejandro Puerta, Santiago Horacio Hoyos, Isis Bonet
An AI-Based Support System for Microgrids Energy Management. 507-518 - John Rego Hamilton, Anikó Ekárt
Predicting Normal and Anomalous Urban Traffic with Vectorial Genetic Programming and Transfer Learning. 519-535
Evolutionary Computation in Edge, Fog, and Cloud Computing
- Chen Wang, Hui Ma, Gang Chen, Victoria Huang, Yongbo Yu, Kameron Christopher:
Energy-Aware Dynamic Resource Allocation in Container-Based Clouds via Cooperative Coevolution Genetic Programming. 539-555 - Amer T. Saeed
A Memetic Genetic Algorithm for Optimal IoT Workflow Scheduling. 556-572 - Yuheng Chen, Tao Shi, Hui Ma
Multi-objective Location-Aware Service Brokering in Multi-cloud - A GPHH Approach with Transfer Learning. 573-587
Evolutionary Machine Learning
- Anthony Horgan, Karl Mason
Evolving Neural Networks for Robotic Arm Control. 591-607 - Sahar Rahmani, Seyed Jalaleddin Mousavirad, Mohammed El-Abd
Centroid-Based Differential Evolution with Composite Trial Vector Generation Strategies for Neural Network Training. 608-622 - Jiabin Lin, Qi Chen
AMTEA-Based Multi-task Optimisation for Multi-objective Feature Selection in Classification. 623-639 - Stefano Sarti
Under the Hood of Transfer Learning for Deep Neuroevolution. 640-655 - Pedro Carvalho
Feature Selection on Epistatic Problems Using Genetic Algorithms with Nested Classifiers. 656-671 - Mahsa Mahdinejad
Grammar-Guided Evolution of the U-Net. 672-686 - Piotr Lipinski
Explaining Recommender Systems by Evolutionary Interests Mix Modeling. 687-699
Machine Learning and AI in Digital Healthcare and Personalized Medicine
- David Rojas-Velazquez
Multi-objective Evolutionary Discretization of Gene Expression Profiles: Application to COVID-19 Severity Prediction. 703-717 - Andreea Avramescu
Interactive Stage-Wise Optimisation of Personalised Medicine Supply Chains. 718-733
Resilient Bio-inspired Algorithms
- Ahmed Almansoori
Further Investigations on the Characteristics of Neural Network Based Opinion Selection Mechanisms for Robotics Swarms. 737-750
Soft Computing Applied to Games
- Brahim Driss, Jérôme Arjonilla, Hui Wang, Abdallah Saffidine, Tristan Cazenave:
Deep Reinforcement Learning for 5 ˟ 5 Multiplayer Go. 753-764 - Robert Gold
Genetic Programming and Coevolution to Play the Bomberman™ Video Game. 765-779
Surrogate-Assisted Evolutionary Optimisation
- Andrea Villagra
A Surrogate Function in Cellular GA for the Traffic Light Scheduling Problem. 783-797 - Yutaro Yamada
Surrogate-Assisted (1+1)-CMA-ES with Switching Mechanism of Utility Functions. 798-814
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