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CEC 2022: Padua, Italy
- IEEE Congress on Evolutionary Computation, CEC 2022, Padua, Italy, July 18-23, 2022. IEEE 2022, ISBN 978-1-6654-6708-7
- Inês Valentim
, Nuno Lourenço, Nuno Antunes:
Adversarial Robustness Assessment of NeuroEvolution Approaches. 1-8 - Luiz Henrique Nogueira Lorena
An Adaptive Biased Random-key Genetic Algorithm for Rank Aggregation with Ties and Incomplete Rankings. 1-8 - Brydon A. Leonard, Mathys C. du Plessis:
Bootstrapped Neuro-Simulation for Damage Recovery in Complex Robots. 1-8 - Cheng-Yu Hsieh, Rung-Tzuo Liaw:
Summit-assisted Evolutionary Multitasking. 1-8 - Masahiro Nomura, Isao Ono:
Fast Moving Natural Evolution Strategy for High-Dimensional Problems. 1-8 - Kohei Fukuhara, Ryo Kumagai, Fukawa Yuta
Digital Twin Based Evolutionary Building Facility Control Optimization. 1-8 - Ahmed Almansoori
A Comparative Study on Decision Making Mechanisms in a Simulated Swarm of Robots. 1-8 - Hieu Trung Nguyen, Khang Tran, Ngoc Hoang Luong
Combining Soft-Actor Critic with Cross-Entropy Method for Policy Search in Continuous Control. 1-8 - Felipe Furtado Lorenci, Santiago Valdés Ravelo:
A New Integer Linear Program and A Grouping Genetic Algorithm with Controlled Gene Transmission for Joint Order Batching and Picking Routing Problem. 1-8 - Seyed Jalaleddin Mousavirad
A Clustering-based Differential Evolution Boosted by a Regularisation-based Objective Function and a Local Refinement for Neural Network Training. 1-8 - Hugo de Andrade Amorim Neto, Marcelo Gomes Pereira de Lacerda, Fernando Buarque de Lima Neto:
Step-Size Individualization: a Case Study for The Fish School Search Family. 1-8 - Julian Ruddick, Evgenii Genov, Luis Ramirez Camargo
Evolutionary Scheduling of University Activities Based on Consumption Forecasts to Minimise Electricity Costs. 1-8 - Emma Stevenson
Predicting the effects of kinetic impactors on asteroid deflection using end-to-end deep learning. 1-8 - Aurelio Kaluthantrige, Jinglang Feng
Centroid regression using CNN-based Image Processing Algorithm with application to a binary asteroid system. 1-7 - Cornelius Paardekooper
Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification. 1-8 - Julian Blank, Kalyanmoy Deb:
Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation. 1-8 - Rafal Biedrzycki
A Version of NL-SHADE-RSP Algorithm with Midpoint for CEC 2022 Single Objective Bound Constrained Problems. 1-8 - Ferrante Neri
A Study on Six Memetic Strategies for Multimodal Optimisation by Differential Evolution. 1-8 - Anja Jankovic, Diederick Vermetten
Trajectory-based Algorithm Selection with Warm-starting. 1-8 - Gabriel Duflo, Grégoire Danoy, El-Ghazali Talbi, Pascal Bouvry:
A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case. 1-8 - Maxim Buzdalov
The $(1+(\lambda, \lambda))$ Genetic Algorithm on the Vertex Cover Problem: Crossover Helps Leaving Plateaus. 1-10 - Xiang Yu
Nantong Blue Calico Image Dataset and Its Recognition. 1-7 - Shoichiro Tanaka, Keiki Takadama, Hiroyuki Sato:
Impacts of Single-objective Landscapes on Multi-objective Optimization. 1-8 - Jing Liang, Junting Yang, Caitong Yue, Gongping Li, Kunjie Yu, Boyang Qu:
A Multimodal Multiobjective Genetic Algorithm for Feature Selection. 1-8 - Chengxin Wen:
A Hypervolume Approximation Method Based on Angular Point. 1-8 - Cyrill Baumann, Alcherio Martinoli:
A Noise-Resistant Mixed-Discrete Particle Swarm Optimization Algorithm for the Automatic Design of Robotic Controllers. 1-9 - Florian Richoux:
Terrain Analysis in StarCraft 1 and 2 as Combinatorial Optimization. 1-8 - Ahmed Hassan, Nelishia Pillay:
Automated Design of Hybrid Metaheuristics: A Fitness Landscape Analysis. 1-8 - Stephen Chen
Using Average-Fitness Based Selection to Combat the Curse of Dimensionality. 1-8 - Manou Rosenberg
Evolutionary Algorithms for Planning Remote Electricity Distribution Networks Considering Isolated Microgrids and Geographical Constraints. 1-10 - Valentina Gori
Continual Learning for anomaly detection on turbomachinery prototypes - A real application. 1-7 - Gaofeng Shi, Fangfang Zhang, Yi Mei
A Novel Fitness Function for Genetic Programming in Dynamic Flexible Job Shop Scheduling. 1-8 - Fatim Z. Habbab, Michael Kampouridis:
Optimizing Mixed-Asset Portfolios With Real Estate: Why Price Predictions? 1-8 - Jonatan Gómez, Elizabeth León:
Gabo: Gene Analysis Bitstring Optimization. 1-8 - Anu Bajaj
Test Case Prioritization and Reduction Using Hybrid Quantum-behaved Particle Swarm Optimization. 1-8 - Tianci Zhang, Lilla Beke, Songwei Liu
An extended memetic algorithm for multiobjective routing and scheduling of airport ground movements with intermediate holding. 1-8 - Eva Christodoulaki, Michael Kampouridis:
U sing strongly typed genetic programming to combine technical and sentiment analysis for algorithmic trading. 1-8 - Igor L. S. Russo, Helio J. C. Barbosa:
A multitasking surrogate-assisted differential evolution method for solving bi-level optimization problems. 1-8 - Giovanni Acampora
Training Variational Quantum Circuits through Genetic Algorithms. 1-8 - Fangfang Zhang, Yi Mei
Learning Strategies on Scheduling Heuristics of Genetic Programming in Dynamic Flexible Job Shop Scheduling. 1-8 - Yirui Wang, Massimiliano Vasile:
Intelligent Decision Support System for Planetary Defense under Mixed Aleatory/Epistemic Uncertainties. 1-9 - Grzegorz Rypesc
Sports Camera Pose Refinement U sing an Evolution Strategy. 1-8 - Victor Parque
Towards Hexapod Gait Adaptation using Enumerative Encoding of Gaits: Gradient-Free Heuristics. 1-7 - Songbai Liu
Evolutionary Large-Scale Multiobjective Optimization via Self-guided Problem Transformation. 1-8 - Sascha Mücke, Nico Piatkowski:
Quantum- Inspired Structure- Preserving Probabilistic Inference. 1-9 - Jian Zhu, Jianhua Liu, Zihang Wang, Yuxiang Chen:
Restructuring Particle Swarm Optimization algorithm based on linear system theory. 1-7 - Artem Pavlenko
Asynchronous Evolutionary Algorithm for Finding Backdoors in Boolean Satisfiability. 1-8 - Ravi Ranjan Prasad Karn, Rakesh Kumar Sanodiya, Twinkle Sharma, Shreshtha Sharan, Kritika Garg, Jimson Mathew, Leehter Yao:
A Feature and Parameter Selection Approach for Visual Domain Adaptation using Particle Swarm Optimization. 1-7 - Raphael Gomes Santos, Alexandre Plastino, Alexandre César Muniz de Oliveira
DMC-GRASP: A Continuous GRASP hybridized with Data Mining. 1-8 - Nikolas Hohmann
Multi-objective 3D Path Planning for UAVs in Large-Scale Urban Scenarios. 1-8 - Victoria Miranda-Burgos, Nicolás Rojas-Morales:
Opposition-Inspired Strategies for Tabu Search approaches proposed for Knapsack Problems. 1-8 - Weixi Chen, Huachao Dong, Peng Wang, Xiaozuo Liu:
Blended-wing-body underwater glider shape transfer optimization. 1-7 - Henrik Smedberg, Sunith Bandaru:
A Modular Knowledge-Driven Mutation Operator for Reference-Point Based Evolutionary Algorithms. 1-8 - Lukas Franken, Bogdan Georgiev, Sascha Mücke, Moritz Wolter, Raoul Heese, Christian Bauckhage, Nico Piatkowski:
Quantum Circuit Evolution on NISQ Devices. 1-8 - Ozgur Salman, Michael Kampouridis, Delaram Jarchi:
Trading Strategies Optimization by Genetic Algorithm under the Directional Changes Paradigm. 1-8 - Jordan Maslen, Brian J. Ross:
Mixed Media in Evolutionary Art. 1-8 - Yuji Sato
Adaptive PBI for Massively Parallel MOEA/D in a Distributed Memory Environment. 1-8 - Alina Patelli
A GENTLER Approach to Urban Traffic Modelling and Prediction. 1-8 - Tapabrata Ray, Mohammad Mohiuddin Mamun, Hemant Kumar Singh
A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization. 1-8 - Jose M. Tapia-Avitia
A Primary Study on Hyper-Heuristics Powered by Artificial Neural Networks for Customising Population-based Metaheuristics in Continuous Optimisation Problems. 1-8 - Geraldo R. Mauri, Luiz Henrique Nogueira Lorena
Solving the Point Feature Cartographic Label Placement problem using Jaccard index as a measure of labels intersection. 1-8 - Muhammad Hassaan Farooq Butt
A Fast and Compact Hybrid CNN for Hyperspectral Imaging-based Bloodstain Classification. 1-8 - Juarez Machado da Silva, Gabriel de Oliveira Ramos, Jorge L. V. Barbosa
The multi-objective dynamic shortest path problem. 1-8 - Baihan Lin
Evolutionary Multi-Armed Bandits with Genetic Thompson Sampling. 1-8 - Seyed Vahid Moravvej, Seyed Jalaleddin Mousavirad
An Improved DE Algorithm to Optimise the Learning Process of a BERT-based Plagiarism Detection Model. 1-7 - Hai Xia
Learning to Search Promising Regions by a Monte-Carlo Tree Model. 1-8 - Ying Ying Liu, Parimala Thulasiraman, Nelishia Pillay:
Bicriterion Coevolution for the Multi-objective Travelling Salesperson Problem. 1-8 - Hayden Andersen, Andrew Lensen
Evolving Counterfactual Explanations with Particle Swarm Optimization and Differential Evolution. 1-8 - Bernardo Morales-Castañeda, Oscar Maciel-Castillo, Mario A. Navarro
Handling stagnation through diversity analysis: A new set of operators for evolutionary algorithms. 1-7 - Brendan Rogers, Nasimul Noman, Stephan K. Chalup, Pablo Moscato:
Joint Optimization of Topology and Hyperparameters of Hybrid DNNs for Sentence Classification. 1-8 - Gregorio Toscano, Juan Sebastian Hernandez-Suarez
Large-scale Multi-objective Optimization for Water Quality in Chesapeake Bay Watershed. 1-9 - Yoshihiko Ozaki, Shintaro Takenaga, Masaki Onishi:
Global Search versus Local Search in Hyperparameter Optimization. 1-9 - Caie Hu, Sanyou Zeng, Changhe Li:
Hyperparameters Adaptive Sharing Based on Transfer Learning for Scalable GPs. 1-7 - Felipe Colombelli, Vítor Kehl Matter, Bruno Iochins Grisci
Multi-objective prioritization for data center vulnerability remediation. 1-8 - Miguel Vieira, Ricardo Faia
A Sensitivity Analysis of PSO Parameters Solving the P2P Electricity Market Problem. 1-7 - Meng-Huan Lu, Yu-Wei Wen
Searching Crease Patterns by Genetic Algorithm for Origami Design. 1-8 - Tingting Pang, Jing Wei, Kaige Chen, Zuling Wang, Weiguo Sheng:
An Adaptive Differential Evolution with Mutation Strategy Pools for Global Optimization. 1-7 - João Roberto Bertini Junior, Alberto Cano:
An Explainable Classifier based on Genetically Evolved Graph Structures. 1-8 - Yatong Chang, Wenjian Luo, Xin Lin, Zeneng She, Yuhui Shi:
Multiparty Multiobjective Optimization By MOEA/D. 1-8 - Vladimir Stanovov
NL-SHADE-LBC algorithm with linear parameter adaptation bias change for CEC 2022 Numerical Optimization. 1-8 - Bin Li
Double-Assimilation of Prosperity and Destruction Oriented Improved Imperialist Competitive Algorithm with Computational Thinking. 1-8 - Clemens Fritzsch, Jörn Hoffmann, Martin Bogdan:
Evolving Hardware by Direct Bitstream Manipulation of a Modern FPGA. 1-8 - Yi Jiang
Adversarial Differential Evolution for Multimodal Optimization Problems. 1-8 - Pawel Jocko, Beatrice M. Ombuki-Berman, Andries P. Engelbrecht:
Dynamic Multi-objective Optimisation Using Multi-guide Particle Swarm Optimisation. 1-10 - Sebastian Mai
Multi-Objective Roadmap Optimization for Multiagent Navigation. 1-8 - Julia Reuter, Manoj Cendrollu, Fabien Evrard, Sanaz Mostaghim, Berend G. M. van Wachem:
Towards Improving Simulations of Flows around Spherical Particles Using Genetic Programming. 1-8 - Ahmed Hassan, Nelishia Pillay:
Hybridizing A Genetic Algorithm With Reinforcement Learning for Automated Design of Genetic Algorithms. 1-8 - Jader M. Caldonazzo Garbelini, Danilo Sipoli Sanches, Aurora Trinidad Ramirez Pozo
Expectation Maximization based algorithm applied to DNA sequence motif finder. 1-8 - Felipe Rooke da Silva, Alex Borges Vieira, Heder Soares Bernardino, Victor Aquiles Alencar, Lucas Ribeiro Pessamilio, Helio José Corrêa Barbosa:
Automated Machine Learning for Time Series Prediction. 1-7 - Gianluca Filippi, Massimiliano Vasile, Edoardo Patelli
Generative Optimisation of Resilient Drone Logistic Networks. 1-8 - Hisao Ishibuchi, Yiming Peng, Lie Meng Pang:
Multi-Modal Multi-Objective Test Problems with an Infinite Number of Equivalent Pareto Sets. 1-8 - S. M. Bhagya P. Samarakoon, M. A. Viraj J. Muthugala, Mohan Rajesh Elara:
Global and Local Area Coverage Path Planner for a Reconfigurable Robot. 1-8 - Kenjiro Takahashi, Yoshikazu Fukuyama, Shuhei Kawaguchi, Takaomi Sato:
Optimal Production Scheduling using a Production Simulator and Multi-population Global-best Modified Brain Storm Optimization. 1-8 - Jarrod Goschen, Anna S. Bosman
Genetic Micro-Programs for Automated Software Testing with Large Path Coverage. 1-8 - Vandana Bharti, Bhaskar Biswas, Kaushal Kumar Shukla
QL-SSA: An Adaptive Q-Learning based Squirrel Search Algorithm for Feature Selection. 1-7 - Ning Tao, Anthony Ventresque, Takfarinas Saber
Multi-objective Grammar-guided Genetic Programming with Code Similarity Measurement for Program Synthesis. 1-8 - Urban Skvorc, Tome Eftimov, Peter Korosec:
A Comprehensive Analysis of the Invariance of Exploratory Landscape Analysis Features to Function Transformations. 1-8 - Hiroki Shiraishi
Beta Distribution based XCS Classifier System. 1-8 - Jonathan Carrero, Ismael Rodríguez
Avoiding strategic behaviors in the egalitarian social welfare under public resources and non-additive utilities. 1-8 - Mario A. Navarro
Improving the optimization performance by an adaptable design: A dynamic selection of operators via criteria-based matrix for evolutionary algorithms. 1-8 - Martina Saletta
A Grammar-based Evolutionary Approach for Assessing Deep Neural Source Code Classifiers. 1-8 - Yi Wang, Tao Li, Xiaojie Liu, Jian Yao:
A discrete clonal selection algorithm for filter-based local feature selection. 1-8 - Mohammad Mohiuddin Mamun:
Worst Case Performance Based Optimization Involving Multifidelity Functions. 1-8 - Ismail M. Ali
A Discrete Differential Evolution Algorithm for a Military Fleet Modernization Problem. 1-8 - Igor Morais, Gabriel Souto, Glaydston Mattos Ribeiro, Israel Mendonça
A Hybrid BRKGA Approach for the Multiproduct Two Stage Capacitated Facility Location Problem. 1-8 - Atiya Masood, Gang Chen, Yi Mei
Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling. 1-8 - Jordan MacLachlan, Yi Mei
Genetic Programming for Vehicle Subset Selection in Ambulance Dispatching. 1-8 - Eneko Osaba, Javier Del Ser, Aritz D. Martinez, Jesus L. Lobo:
A Multifactorial Cellular Genetic Algorithm for Multimodal Multitask Optimization. 1-8 - Eduardo Lacerda, Fernando Lezama
Metaheuristic Optimization Solving Demand Response Contract Markets with Network Validation. 1-8 - Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck:
Cooperative Multi-objective Topology Optimization Using Clustering and Metamodeling. 1-8 - Giacomo Zoppi
Reducing the Number of Training Cases in Genetic Programming. 1-8 - Valentino Santucci, Marco Baioletti:
A Fast Randomized Local Search for Low Budget Optimization in Black-Box Permutation Problems. 1-8 - Tsung-Che Chiang, Thammarsat Visutarrom, Sadan Kulturel-Konak, Abdullah Konak:
An Adaptive Multiobjective Evolutionary Algorithm for Economic Emission Dispatch. 1-8 - Naruhiko Nimura, Akira Oyama:
Evolutionary Topology Optimization Using Quadtree Genetic Programming. 1-8 - Shaolong Shi, Yifan Chen, Qiang Liu, Jurong Ding, Qingfu Zhang:
Dynamic In Vivo Computation: Nanobiosensing from a Dynamic Optimization Perspective. 1-7 - Wei Liu
A two-stage multi-objective evolutionary algorithm for large-scale multi-objective optimization. 1-8 - Anil Arpaci, Jun Chen, John H. Drake, Tim Glover:
Sequence-based Selection Hyper-heuristics for Real-World Fibre Network Design Optimisation. 1-8 - Mingyu Xu, Yongjin Zheng, Yew-Soon Ong, Zexuan Zhu, Xiaoliang Ma:
A multifactorial differential evolution with hybrid global and local search strategies. 1-9 - Nikita O. Starodubcev, Nikolay O. Nikitin, Anna V. Kalyuzhnaya:
Surrogate-Assisted Evolutionary Generative Design Of Breakwaters Using Deep Convolutional Networks. 1-8 - Dirk Schweim, Dominik Sobania
Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. 1-8 - Daniel Molina Pérez
An improved Estimation of Distribution Algorithm for Solving Constrained Mixed-Integer Nonlinear Programming Problems. 1-8 - Do Tuan Anh
A Genetic Ant Colony Optimization Algorithm for Inter-domain Path Computation problem under the Domain Uniqueness constraint. 1-8 - Meng Xu, Fangfang Zhang, Yi Mei
Genetic Programming with Multi-case Fitness for Dynamic Flexible Job Shop Scheduling. 1-8 - Arisa Toda, Satoru Hiwa, Kensuke Tanioka, Tomoyuki Hiroyasu:
Visualization, Clustering, and Graph Generation of Optimization Search Trajectories for Evolutionary Computation Through Topological Data Analysis: Application of the Mapper. 1-8 - Tiago F. D. Pinheiro, Santiago Valdés Ravelo, Luciana S. Buriol:
A fix-and-optimize matheuristic for the k-labelled spanning forest problem. 1-8 - João E. Batista
Comparative study of classifier performance using automatic feature construction by M3GP. 1-8 - Victor Parque
Learning Obstacle-Avoiding Lattice Paths using Swarm Heuristics: Exploring the Bijection to Ordered Trees. 1-8 - Thomas Seidelmann
Finding Cost-Effective Re-Layouting Solutions in Modern Brownfield Facility Layout Planning. 1-8 - Hebing Ji, Shaojie Chen, Qinqin Fan:
Zoning Search and Transfer Learning-based Multimodal Multi-objective Evolutionary Algorithm. 1-8 - Mikhail Sarafanov, Valerii Pokrovskii, Nikolay O. Nikitin:
Evolutionary Automated Machine Learning for Multi-Scale Decomposition and Forecasting of Sensor Time Series. 1-8 - Eugen Croitoru, Alexandru-Denis Chiparus, Henri Luchian:
Punctuated Equilibrium and Neutral Networks in Genetic Algorithms. 1-8 - Naoya Yatsu, Hiroki Shiraishi
XCSR with VAE using Gaussian Distribution Matching: From Point to Area Matching in Latent Space for Less-overlapped Rule Generation in Observation Space. 1-8 - Bing Wang, Hemant Kumar Singh
Investigating Neighborhood Solution Transfer Schemes for Bilevel Optimization. 1-8 - Xinpeng Long, Michael Kampouridis, Delaram Jarchi:
An in-depth investigation of genetic programming and nine other machine learning algorithms in a financial forecasting problem. 1-8 - Christina Plump
Using density of training data to improve evolutionary algorithms with approximative fitness functions. 1-10 - Sheikh Faishal Basher, Brian J. Ross:
Managing Diversity and Many Objectives in Evolutionary Design. 1-8 - Noha M. Hamza, Saber M. Elsayed
Solving constrained problems with dynamic objective functions. 1-8 - Qing Cai, Haojie Ang, Sameer Alam:
A Multiobjective Optimization Approach for Air Traffic Flow Management for Airspace Safety Enhancement. 1-9 - Mahmoud Golabi
A bi-objective single-server congested edge-based facility location problem under disruption. 1-8 - Francisco Fernández de Vega, Jorge Alvarado, Juan Villegas-Cortéz:
Optical Music recognition and Deep Learning: An application to 4-part harmony. 1-7 - Massimiliano Kaucic, Filippo Piccotto
A level-based learning swarm optimizer with a hybrid constraint-handling technique for large-scale portfolio selection problems. 1-8 - Ye Tian, Haowen Chen, Xiaoshu Xiang, Hao Jiang, Xingyi Zhang:
A Comparative Study on Evolutionary Algorithms and Mathematical Programming Methods for Continuous Optimization. 1-8 - Jean-Pierre van Zyl
Rule Induction Using Set-Based Particle Swarm Optimisation. 1-8 - José A. Delgado-Osuna
Smart Operators for Inducing Colorectal Cancer Classification Trees with PonyGE2 Grammatical Evolution Python Package. 1-9 - Elpidio C. De A. Bisneto, Mariana B. S. A. De Brito, Sébastien R. M. J. Rondineau
Comparison of evolutionary algorithms for synthesis of linear array of antennas with minimal level of sidelobe. 1-7 - Tomofumi Kitamura, Alex Fukunaga:
Differential Evolution with an Unbounded Population. 1-8 - Wanting Zhang
Large-scale crude oil scheduling: A framework of hybrid optimization based on plan decomposition. 1-8 - Yuji Takubo, Masahiro Kanazaki:
Robust Constrained Multi-objective Evolutionary Algorithm based on Polynomial Chaos Expansion for Trajectory Optimization. 1-9 - Tomofumi Kitamura, Alex Fukunaga:
Duplicate Individuals in Differential Evolution. 1-8 - Xia Wang
Random Learning Particle Swarm Optimization with Quasi-Newton Exploitation Mechanism. 1-8 - Sasha Abramowitz, Geoff Nitschke
Towards Run-time Efficient Hierarchical Reinforcement Learning. 1-8 - Bo Sun
Performance of Composite PPSO on Single Objective Bound Constrained Numerical Optimization Problems of CEC 2022. 1-8 - Mikhail Maslyaev, Alexander Hvatov:
Solver-Based Fitness Function for the Data-Driven Evolutionary Discovery of Partial Differential Equations. 1-8 - Farajollah Tahernezhad-Javazm
R2-HMEWO: Hybrid multi-objective evolutionary algorithm based on the Equilibrium Optimizer and Whale Optimization Algorithm. 1-8 - Radomil Matousek
Stabilization of Higher Periodic Orbits of the Duffing Map using Meta-evolutionary Approaches: A Preliminary Study. 1-8 - Marios Thymianis, Alexandros Tzanetos, Eneko Osaba, Georgios Dounias, Javier Del Ser:
Electric Vehicle Routing Problem: Literature Review, Instances and Results with a Novel Ant Colony Optimization Method. 1-8 - Peng Liu, Zheng Guo, Hua Yu, Han Linghu, Yijing Li, Yaqing Hou, Hongwei Ge, Qiang Zhang:
A Preliminary Study of Multi-task MAP-Elites with Knowledge Transfer for Robotic Arm Design. 1-8 - Tomoaki Takagi
Supervised Multi-Objective Optimization Algorithm Using Estimation. 1-8 - Hugo Alcaraz-Herrera
Exploration of Ontological Representations for Evolutionary Computation. 1-8 - Amy Peerlinck, John Sheppard:
Multi-Objective Factored Evolutionary Optimization and the Multi-Objective Knapsack Problem. 1-8 - Patrik Kolenovsky, Petr Bujok
An adaptive variant of jSO with multiple crossover strategies employing Eigen transformation. 1-8 - Marina de la Cruz López, Carlos Cervigón, Jorge Alvarado, Marta Botella, José Ignacio Hidalgo:
Evolving Classification Rules for Predicting Hypoglycemia Events. 1-8 - Thomas Palazzolo, Chencheng Zhang, Sarah Saad, Robert G. Reynolds:
Learning the Impact of Group Structure on Optimal Herd Path Planning with Cultural Algorithms. 1-9 - Nolan H. Hamilton
Budgeted Classification with Rejection: An Evolutionary Method with Multiple Objectives. 1-10 - Michalis Mavrovouniotis, Changhe Li, Georgios Ellinas, Marios M. Polycarpou:
Solving the Electric Capacitated Vehicle Routing Problem with Cargo Weight. 1-8 - Karima Rihane, Adel Dabah
Learning-based Selection process for Branch and Bound Algorithms. 1-8 - Carolina Gil Marcelino
Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm. 1-8 - Garrison W. Greenwood, Daniel A. Ashlock:
Evolving Neural Networks for a Generalized Divide the Dollar Game. 1-8 - Nicolas Roy
Setup of a New Adaptive Fuzzy Particle Swarm Optimization Algorithm. 1-8 - Lucas H. A. Dantas, Romerito C. Andrade, Leonardo C. T. Bezerra
High school timetabling at a federal educational institute in Brazil. 1-8 - Truong Dang
Ensemble of deep learning models with surrogate-based optimization for medical image segmentation. 1-8 - Yasuyuki Mitsui, Yuki Yamakoshi, Hiroyuki Sato:
Evolutionary Real-world Item Stock Allocation for Japanese Electric Commerce. 1-8 - Michael Dubé, Sheridan K. Houghten:
Now I Know My Alpha, Beta, Gammas: Variants in an Epidemic Scheme. 1-8 - Anne Elorza, Leticia Hernando, José Antonio Lozano:
Transitions from P to NP-hardness: the case of the Linear Ordering Problem. 1-8 - Aitor Godoy, Ismael Rodríguez
On the hardness of finding good pacts. 1-8 - Rafael Rodrigues Mendes Ribeiro
AGAVaPS - Adaptive Genetic Algorithm with Varying Population Size. 1-8 - Bo Sun
Multiple Topology SHADE with Tolerance-based Composite Framework for CEC2022 Single Objective Bound Constrained Numerical Optimization. 1-8 - Yi-Feng Chang, Chuan-Kang Ting
Multiple Crossover and Mutation Operators Enabled Genetic Algorithm for Non-slicing VLSI Floorplanning. 1-8 - Jessica Mégane
Probabilistic Structured Grammatical Evolution. 1-9 - Qingping Liu, Tingting Pang, Kaige Chen, Zuling Wang, Weiguo Sheng:
Adaptive Multi-subpopulation based Differential Evolution for Global Optimization. 1-7 - Hao Tong, Leandro L. Minku
Benchmarking Dynamic Capacitated Arc Routing Algorithms Using Real-World Traffic Simulation. 1-8 - Nina Bulanova, Arina Buzdalova
Fast Re-Optimization of LeadingOnes with Frequent Changes. 1-8 - Shenqing Wang, Ruifen Cao, Ye Tian, Chunhou Zheng:
Hybrid Tourism Recommendation System: A Multi-Objective Perspective. 1-8 - Karine Levonyan, Jesse Harder, Fernando De Mesentier Silva:
Automated Graph Genetic Algorithm based Puzzle Validation for Faster Game Design. 1-8 - Yongbo Yu, Tao Shi, Hui Ma, Gang Chen:
A Genetic Programming-Based Hyper-Heuristic Approach for Multi-Objective Dynamic Workflow Scheduling in Cloud Environment. 1-8 - Ziyuan Lyu, Tian Ding, Yuwei Fan:
A Decomposition-Combination Optimization Method for Network Multiobjective Optimization Problems. 1-10 - Pavel Krömer, Vojtech Uher:
Optimization of real-world supply routes by nature-inspired metaheuristics. 1-10 - Michael Cerny Green, Ahmed Khalifa
Predicting Personas Using Mechanic Frequencies and Game State Traces. 1-8 - Ray Lim, Abhishek Gupta
An Initial Investigation of Data-Lean Transfer Evolutionary Optimization with Probabilistic Priors. 1-9 - Vítor O. Pochmann, Fernando J. Von Zuben:
Multi-Objective Bilevel Recommender System for Food Diets. 1-8 - Stephen Chen
Measuring the Effects of Increasing Dimensionality on Fitness-Based Selection and Failed Exploration. 1-8 - Wei Peng
CogIntAc: Modeling the Relationships between Intention, Emotion and Action in Interactive Process from Cognitive Perspective. 1-8 - Elena Kornaeva
Physics-based loss and machine learning approach in application to non-Newtonian fluids flow modeling. 1-8 - Matheus Bernardelli de Moraes
A Random Forest-Assisted Decomposition-Based Evolutionary Algorithm for Multi-Objective Combinatorial Optimization Problems. 1-8 - Naeeme YadollahPour
Methods to Detect and Address Stall in Particle Swarm Optimization. 1-8 - Xinyang Du, Ruibin Bai
An Improved Ant Colony Approach for the Competitive Traveling Salesmen Problem. 1-5 - Emilio Singh, Nelishia Pillay:
A Study of Transfer Learning in an Ant-Based Generation Construction Hyper-Heuristic. 1-7 - Junsei Meikari, Ryosuke Saga
Evolutionary Node Layout and Edge Bundling. 1-6 - Ioana Sitaru, Madalina Raschip
Algorithm Selection for Combinatorial Packing Problems. 1-8 - Matthew Witten, Owen Clancey:
Vaccination Rates and the Emergence of Viral Variants: An Evolutionary Strategies-Inspired Model. 1-7 - Karam M. Sallam
IMODEII: an Improved IMODE algorithm based on the Reinforcement Learning. 1-8 - Miguel Martins, Miguel Rocha, Vitor Pereira
Variational Autoencoders and Evolutionary Algorithms for Targeted Novel Enzyme Design. 1-8 - Meera Ramadas, Ajith Abraham:
Segregating Satellite Imagery Based on Soil Moisture Level Using Advanced Differential Evolutionary Multilevel Segmentation. 1-6 - Lalitha Chavali, Tanay Gupta, Paresh Saxena:
SAC-AP: Soft Actor Critic based Deep Reinforcement Learning for Alert Prioritization. 1-8 - Rihab Said
Interval-based Cost-sensitive Classification Tree Induction as a Bi-level Optimization Problem. 1-8 - Giovanni Acampora
Quantum Mating Operator: A New Approach to Evolve Chromosomes in Genetic Algorithms. 1-8 - Jorge M. Cruz-Duarte, Iván Amaya, José Carlos Ortiz-Bayliss, Nelishia Pillay:
A Transfer Learning Hyper-heuristic Approach for Automatic Tailoring of Unfolded Population-based Metaheuristics. 1-8 - Luca Mariot, Stjepan Picek, Domagoj Jakobovic, Marko Djurasevic, Alberto Leporati:
Evolutionary Construction of Perfectly Balanced Boolean Functions. 1-8 - Ricardo Nieto-Fuentes, Carlos Segura:
A replacement scheme based on dynamic penalization for controlling the diversity of the population in Genetic Programming. 1-8 - Rasa Khosrowshahli, Shahryar Rahnamayan, Azam Asilian Bidgoli:
Clustering Center-based Differential Evolution. 1-8 - Haokai Hong
Balancing Exploration and Exploitation for Solving Large-scale Multiobjective Optimization via Attention Mechanism. 1-8 - Meng Xu, Yi Mei
Genetic Programming with Cluster Selection for Dynamic Flexible Job Shop Scheduling. 1-8 - Iñigo Delgado-Enales
Improving the Urban Accessibility of Older Pedestrians using Multi-objective Optimization. 1-8 - Petr Bujok
Eigen Crossover in Cooperative Model of Evolutionary Algorithms Applied to CEC 2022 Single Objective Numerical Optimisation. 1-8 - André Ramos Fernandes Da Silva
An evolutionary search algorithm for efficient ResNet-based architectures: a case study on gender recognition. 1-10 - Péricles B. C. de Miranda, Rafael Ferreira Mello, André C. A. Nascimento, Tapas Si
Multi-Objective Optimization of Sampling Algorithms Pipeline for Unbalanced Problems. 1-8 - Hao Hao, Shuai Wang, Bingdong Li, Aimin Zhou:
A Surrogate Model Assisted Estimation of Distribution Algorithm with Mutil-acquisition Functions for Expensive Optimization. 1-8 - João Batista Rodrigues Neto, Gabriel de Oliveira Ramos:
An Interpolated Approach for Active Debris Removal. 1-6 - Heba Abdel-Nabi, Mostafa Z. Ali, Mohammad I. Daoud, Rami Alazrai
An Enhanced Multi-Phase Stochastic Differential Evolution Framework for Numerical Optimization. 1-8 - Ana Nikolikj, Risto Trajanov, Gjorgjina Cenikj, Peter Korosec, Tome Eftimov:
Identifying minimal set of Exploratory Landscape Analysis features for reliable algorithm performance prediction. 1-8 - James Sargant, Sheridan K. Houghten, Michael Dubé:
Evolving Weighted Contact Networks for Epidemic Modeling: the Ring and the Power. 1-9 - Julie Greensmith, Longzhi Yang:
TwoDCA: A 2-Dimensional Dendritic Cell Algorithm with Dynamic Cell Migration. 1-8 - Luis Japa, Marcello Serqueira, Israel Mendonça
A conjugated evolutionary algorithm for hyperparameter optimization. 1-9
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