LEADER 07346nam 22007095 450 001 996418220303316 005 20230330063015.0 010 $a3-030-43722-1 024 7 $a10.1007/978-3-030-43722-0 035 $a(CKB)4100000011223233 035 $a(MiAaPQ)EBC6302981 035 $a(DE-He213)978-3-030-43722-0 035 $a(PPN)243760884 035 $a(EXLCZ)994100000011223233 100 $a20200310d2020 u| 0 101 0 $aeng 135 $aurcn#nnn||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aApplications of Evolutionary Computation$b[electronic resource] $e23rd European Conference, EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15?17, 2020, Proceedings /$fedited by Pedro A. Castillo, Juan Luis Jiménez Laredo, Francisco Fernández de Vega 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (xvii, 704 pages) $cillustrations (some colour) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v12104 300 $aIncludes index. 320 $aIncludes bibliographical references and index. 327 $aApplications of Evolutionary Computation -- A Local Search for Numerical Optimisation based on Covariance Matrix Diagonalisation -- EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python -- Optimizing the Hyperparameters of a Mixed Integer Linear Programming Solver to Speed Up Electric Vehicle Charging Control -- Automatic rule extraction from access rules using Genetic Programming -- Search Trajectory Networks of Population-based Algorithms in Continuous Spaces -- Evolving-controllers versus learning-controllers for morphologically evolvable robots -- Simulation-driven multi-objective evolution for traffic light optimization -- Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites -- EvoDynamic: a framework for the evolution of generally represented dynamical systems and its application to criticality -- A Decomposition-Based Evolutionary Algorithm with Adaptive Weight Vectors for Multi- and Many-objective Optimization -- Differential Evolution Multi-Objective for Tertiary Protein Structure Prediction -- Particle Swarm Optimization: A Wrapper-based Feature Selection Method for Ransomware Detection and Classification -- A method for estimating the computational complexity of multimodal functions -- Locating Odour Sources with Geometric Syntactic Genetic Programming -- Designing cable-stayed bridges with Genetic Algorithms -- A fast, scalable meta-heuristic for network slicing under traffic uncertainty -- What is Your MOVE: Modeling Adversarial Network Environments -- Using evolution to design modular robots: An empirical approach to select module designs -- Iterated Granular Neighborhood Algorithm for the Taxi Sharing Problem -- Applications of Bio-inspired techniques on Social Networks -- Multiobjective Optimization of a Targeted Vaccination Scheme in the Presence of Non-diagnosed Cases -- Community Detection in Attributed Graphs with Differential Evolution -- Applications of Deep Bioinspired Algorithms -- Fake news detection using time series and user features classification -- Social Learning vs Self-teaching in a Multi-agent Neural Network System -- Evolving Instinctive Behaviour in Resource-Constrained Autonomous Agents Using Grammatical Evolution -- An Adversarial Optimization Approach for the Development of Robust Controllers -- Soft Computing Applied to Games -- Efficient Heuristic Policy Optimisation for a Challenging Strategic Card Game -- Finding Behavioural Patterns Among League of Legends Players Through Hidden Markov Models -- Learning the Designer's Preferences to Drive Evolution -- Testing hybrid computational intelligence algorithms for general game playing -- Evolutionary Computation in Digital Healthcare and Personalized Medicine -- Accelerated Design of HIFU Treatment Plans Using Island-based Evolutionary Strategy -- Using Genetic Algorithms for the prediction of cognitive impairments -- Short and Medium Term Blood Glucose Prediction using Multi-Objective Grammatical Evolution -- Evolutionary Machine Learning -- A Greedy Iterative Layered Framework for Training Feed Forward Neural Networks -- Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution -- An Empirical Exploration of Deep Recurrent Connections Using Neuro-Evolution -- Using Skill Rating as Fitness on the Evolution of GANs -- A Local Search with a Surrogate Assisted Option for Instance Reduction -- Evolutionary Latent Space Exploration of Generative Adversarial Networks -- Neuro-Evolutionary Transfer Learning through Structural Adaptation -- Ant-based Neural Topology Search (ANTS) for Optimizing Recurrent Networks -- Parallel and Distributed Systems -- A MIMD interpreter for Genetic Programming -- Security Risk Optimization for Multi-Cloud Applications -- Using evolutionary algorithms for server hardening via the moving target defense technique -- An Event-based Architecture for Cross-Breed Multi-population Bio-inspired Optimization Algorithms. 330 $aThis book constitutes the refereed proceedings of the 23rd European Conference on Applications of Evolutionary Computation, EvoApplications 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EuroGP, EvoMUSART and EvoCOP. The 44 full papers presented in this book were carefully reviewed and selected from 62 submissions. The papers cover a wide spectrum of topics, ranging from applications of bio-inspired techniques on social networks, evolutionary computation in digital healthcare and personalized medicine, soft-computing applied to games, applications of deep-bioinspired algorithms, parallel and distributed systems, and evolutionary machine learning. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v12104 606 $aComputer science 606 $aComputer networks 606 $aComputer systems 606 $aComputers 606 $aEducation?Data processing 606 $aTheory of Computation 606 $aComputer Communication Networks 606 $aComputer System Implementation 606 $aComputing Milieux 606 $aComputers and Education 615 0$aComputer science. 615 0$aComputer networks. 615 0$aComputer systems. 615 0$aComputers. 615 0$aEducation?Data processing. 615 14$aTheory of Computation. 615 24$aComputer Communication Networks. 615 24$aComputer System Implementation. 615 24$aComputing Milieux. 615 24$aComputers and Education. 676 $a005.432 702 $aCastillo$b Pedro A$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aJiménez Laredo$b Juan Luis$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aFernández de Vega$b Francisco$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aEVOSTAR (Conference)$f(2020 :$eSeville, Spain), 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996418220303316 996 $aApplications of Evolutionary Computation$92834163 997 $aUNISA