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OverviewFull Product DetailsAuthor: Stephen Smith , João Correia , Christian CintranoPublisher: Springer International Publishing AG Imprint: Springer International Publishing AG Edition: 1st ed. 2024 Volume: 14634 ISBN: 9783031568510ISBN 10: 3031568516 Pages: 449 Publication Date: 04 May 2024 Audience: Professional and scholarly , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: In Print This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us. Table of ContentsApplications of Evolutionary Computation: Finding Near-Optimal Portfolios With Quality-Diversity.- Improving Image Filter Efficiency: A Multi-Objective Genetic Algorithm Approach to Optimize Computing Efficiency.- Low-Memory Matrix Adaptation Evolution Strategies exploiting gradient information and Lévy flight.- Memory Based Evolutionary Algorithm for Dynamic Aircraft Conflict Resolution.- GM4OS: an Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks.- Evolving Staff Training Schedules using an Extensible Fitness Function and a Domain Specific Language.- On the Utility of Probing Trajectories for Algorithm-Selection.- Nature-inspired Portfolio Diversification using Ant Brood Clustering.- Cellular Genetic Algorithms for identifying variables in hybrid Gene Regulatory Networks.-Evolving Artificial Neural Networks for Simulating Fish Social Interactions.- Heuristics for Evolutionary Optimization for the Centered Bin Packing Problem.- A Hierarchical Approach to Evolving Behaviour-Trees for Swarm Control.- Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments.- Finding sets of solutions for temporal uncertain problems.- Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation.- Applying Graph Partitioning-Based Seeding Strategies to Software Modularisation.- A Novel Two-Level Clustering-Based Differential Evolution Algorithm for Training Neural Networks.- Iterated Beam Search for Wildland Fire Suppression.- A New Angle: On Evolving Rotation Symmetric Boolean Functions.- Analysis of Evolutionary Computation Methods: Theory, Empirics, and Real-World Applications: On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimisation Problems.- A Simple Statistical Test Against Origin-Biased Metaheuristics.- Computational Intelligence for Sustainability: Optimizing Urban Infrastructure for E-Scooter Mobility.- Evolutionary Computation in Edge, Fog, and Cloud Computing: Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks.- Evolutionary Computation meets Stream Processing.- Evolutionary Computation in Image Analysis, Signal Processing and Pattern Recognition: Integrating Data Augmentation in Evolutionary Algorithms for Feature Selection: A Preliminary Study.- Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach.- 3D Motion Analysis in MRI using a Multi-objective Evolutionary k -means Clustering.ReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |