04856nam 22007575 450 991062929270332120251029103402.09783031210945303121094810.1007/978-3-031-21094-5(MiAaPQ)EBC7134114(Au-PeEL)EBL7134114(CKB)25299362200041(OCoLC)1350689905(PPN)266348661(DE-He213)978-3-031-21094-5(EXLCZ)992529936220004120221104d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierBioinspired Optimization Methods and Their Applications 10th International Conference, BIOMA 2022, Maribor, Slovenia, November 17–18, 2022, Proceedings /edited by Marjan Mernik, Tome Eftimov, Matej Črepinšek1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (288 pages)Lecture Notes in Computer Science,1611-3349 ;13627Print version: Mernik, Marjan Bioinspired Optimization Methods and Their Applications Cham : Springer International Publishing AG,c2022 9783031210938 Includes bibliographical references and index.An agent-based model to investigate different behaviours in a crowd simulation -- Accelerating Evolutionary Neural Architecture Search for Remaining Useful Life Prediction -- ACOCaRS: Ant Colony Optimization Algorithm for Traveling Car Renter Problem -- A new type of anomaly detection problem in dynamic graphs: An ant colony optimization approach -- CSS- A Cheap-Surrogate-based Selection Operator for Multi-objective Optimization -- Empirical Similarity Measure for Metaheuristics -- Evaluation of Parallel Hierarchical Differential Evolution for Min-Max Optimization Problems Using SciPy -- Explaining Differential Evolution Performance Through Problem Landscape Characteristics -- Genetic improvement of TCP congestion avoidance -- Hybrid Acquisition Processes in Surrogate-based Optimization. Application to Covid-19 Contact Reduction -- Investigating the Impact of Independent Rule Fitnesses in a Learning Classifier System -- Modified Football Game Algorithm for Multimodal Optimization of Test TaskScheduling Problems Using Normalized Factor Random Key Encoding Scheme -- Performance Analysis of Selected Evolutionary Algorithms -- Refining Mutation Variants in Cartesian Genetic Programming -- Slime mould algorithm: An experimental study of nature-inspired optimizer -- SMOTE inspired extension for differential evolution -- The Influence of Local Search over Genetic Algorithms with Balanced Representations -- Trade-off of networks on weighted space analyzed via a method mimicking human walking track superposition -- Towards interpretable policies in multi-agent reinforcement learning tasksb.This book constitutes the refereed proceedings of the 10th International Conference on Bioinspired Optimization Methods and Their Applications, BIOMA 2022, held in Maribor, Slovenia, in November 2022. The 19 full papers presented in this book were carefully reviewed and selected from 23 submissions. The papers in this BIOMA proceedings specialized in bioinspired algorithms as a means for solving the optimization problems and came in two categories: theoretical studies and methodology advancements on the one hand, and algorithm adjustments and their applications on the other.Lecture Notes in Computer Science,1611-3349 ;13627Computer engineeringComputer networksSoftware engineeringAlgorithmsComputer scienceMathematicsArtificial intelligenceComputer Engineering and NetworksSoftware EngineeringDesign and Analysis of AlgorithmsMathematics of ComputingArtificial IntelligenceComputer engineering.Computer networks.Software engineering.Algorithms.Computer scienceMathematics.Artificial intelligence.Computer Engineering and Networks.Software Engineering.Design and Analysis of Algorithms.Mathematics of Computing.Artificial Intelligence.519.3Mernik MarjanEftimov TomeČrepinšek MatejMiAaPQMiAaPQMiAaPQBOOK9910629292703321Bioinspired Optimization Methods and Their Applications2010769UNINA