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001435636 020__ $$a9783030726997$$q(electronic bk.)
001435636 020__ $$a3030726991$$q(electronic bk.)
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001435636 0247_ $$a10.1007/978-3-030-72699-7$$2doi
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001435636 050_4 $$aQA76.9.A43$$bE95 2021eb
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001435636 1112_ $$aEvoApplications (Conference)$$n(24th :$$d2021 :$$cOnline)
001435636 24510 $$aApplications of evolutionary computation :$$b24th International Conference, EvoApplications 2021, held as part of EvoStar 2021, virtual event, April 7-9, 2021, Proceedings /$$cPedro A. Castillo, Juan Luis Jiménez Laredo (eds.).
001435636 2463_ $$aEvoApplications 2021
001435636 260__ $$aCham :$$bSpringer,$$c2021.
001435636 300__ $$a1 online resource (836 pages)
001435636 336__ $$atext$$btxt$$2rdacontent
001435636 337__ $$acomputer$$bc$$2rdamedia
001435636 338__ $$aonline resource$$bcr$$2rdacarrier
001435636 347__ $$atext file
001435636 347__ $$bPDF
001435636 4901_ $$aLecture Notes in Computer Science ;$$v12694
001435636 4901_ $$aLNCS sublibrary, SL 1, Theoretical computer science and general issues
001435636 500__ $$aInternational conference proceedings.
001435636 500__ $$aIncludes author index.
001435636 504__ $$aIncludes bibliographical references and index.
001435636 5050_ $$aOn Restricting Real-Valued Genotypes in Evolutionary Algorithms -- Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions -- Co-Optimising Robot Morphology and Controller in a Simulated Open-ended Environment -- Multi-objective workforce allocation in construction projects -- Generating Duplex Routes for Robust Bus Transport Network by Improved Multi-objective Evolutionary Algorithm based on Decomposition -- Combining Multi-objective Evolutionary Algorithms with deep generative models towards focused molecular design -- A Multi-Objective Evolutionary Algorithm Approach for Optimizing Part Quality Aware Assembly Job Shop Scheduling Problems -- Evolutionary Grain-Mixing to Improve Profitability in Farming Winter Wheat -- Automatic Modular Design of Behavior Trees for Robot Swarms with Communication Capabilites -- Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection -- Real Time Optimisation of Traffic Signals to Prioritise Public Transport -- Adaptive Covariance Pattern Search -- Evaluating the Success-History based Adaptive Differential Evolution in the Protein Structure Prediction problem -- Beyond Body Shape and Brain: Evolving the Sensory Apparatus of Voxel-based Soft Robots -- Desirable Objective Ranges in Preference-based Evolutionary Multiobjective Optimization -- Improving Search Efficiency and Diversity of Solutions in Multiobjective Binary Optimization by Using Metaheuristics plus Integer Linear Programming -- Automated, Explainable Rule Extraction from MAP-Elites archives -- EDM-DRL: Toward Stable Reinforcement Learning through Ensembled Directed Mutation -- Continuous Ant-Based Neural Topology -- Playing with Dynamic Systems -- Battling Swarms in Virtual Reality -- EvoCraft: A New Challenge for Open-Endedness -- A Profile-Based 'GrEvolutionary' Hearthstone Agent -- Modelling Asthma Patients' Responsiveness to Treatment Using Feature Selection and Evolutionary Computation -- Bayesian Networks for Mood Prediction Using Unobtrusive Ecological Momentary Assessments -- A Multi-Objective Multi-Type Facility Location Problem for the Delivery of Personalised Medicine -- RDE-OP: A Region-Based Differential Evolution Algorithm Incorporation Opposition-Based Learning for Optimising the Learning Process of Multi-Layer Neural Networks -- Estimation of Grain-level Residual Stresses in a Quenched Cylindrical Sample of Aluminum Alloy AA5083 using Genetic Programming -- EDA-based optimization of blow-off valve positions for centrifugal compressor systems -- 3D-2D Registration using X-ray Simulation and CMA-ES -- Lateralized Approach for Robustness AgainstAttacks in Emotion Categorization from Images -- Improved Crowding Distance in Multi-objective Optimization for Feature Selection in Classification -- Deep Optimisation: Multi-Scale Evolution by Inducing and Searching in Deep Representations -- Evolutionary Planning in Latent Space -- Utilizing the Untapped Potential of Indirect Encoding for Neural Networks with Meta Learning -- Effective Universal Unrestricted Adversarial Attacks using a MOE Approach -- Improving Distributed Neuroevolution Using Island Extinction and Repopulation -- An Experimental Study of Weight Initialization and Lamarckian Inheritance on Neuroevolution -- Towards Feature-Based Performance Regression Using Trajectory Data -- Demonstrating the Evolution of GANs through t-SNE -- Optimising diversity in classifier ensembles of classification trees -- WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets -- Evolving Character-Level DenseNet Architectures using Genetic Programming -- Transfer Learning for Automated Test Case Prioritization using XCSF -- On the Effects of Absumption for XCS with Continuous-Valued Inputs -- A NEAT Visualisation of Neuroevolution Trajectories -- Evaluating Models with Dynamic Sampling Holdout -- Event-driven multi-algorithm optimization: mixing Swarm and Evolutionary strategies -- Tensor Genetic Programming Engine in TensorFlow -- A novel evolutionary approach for IoT-based water contaminant detection -- Evolutionary Algorithms for Roughness Coefficient Estimation in River Flow Analyses -- EA-based ASV Trajectory Planner for Pollution Detection in Lentic Waters.
001435636 506__ $$aAccess limited to authorized users.
001435636 520__ $$aThis book constitutes the refereed proceedings of the 24th International Conference on Applications of Evolutionary Computation, EvoApplications 2021, held as part of Evo*2021, as Virtual Event, in April 2021, co-located with the Evo*2021 events EuroGP, EvoCOP, and EvoMUSART. The 51 revised full papers presented in this book were carefully reviewed and selected from 78 submissions. The papers cover a wide spectrum of topics, ranging from applications of evolutionary computation; applications of deep bioinspired algorithms; soft computing applied to games; machine learning and AI in digital healthcare and personalized medicine; evolutionary computation in image analysis, signal processing and pattern recognition; evolutionary machine learning; parallel and distributed systems; and applications of nature inspired computing for sustainability and development.
001435636 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed April 13, 2021).
001435636 650_0 $$aEvolutionary computation$$vCongresses.
001435636 650_6 $$aRéseaux neuronaux à structure évolutive$$vCongrès.
001435636 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001435636 655_7 $$aConference papers and proceedings.$$2lcgft
001435636 655_7 $$aActes de congrès.$$2rvmgf
001435636 655_0 $$aElectronic books.
001435636 7001_ $$aCastillo, Pedro A.
001435636 7001_ $$aJiménez Laredo, Juan Luis.
001435636 7112_ $$aEVOSTAR (Conference)$$d(2021 :$$cOnline)
001435636 77608 $$iPrint version:$$aCastillo, Pedro A.$$tApplications of Evolutionary Computation.$$dCham : Springer International Publishing AG, ©2021$$z9783030726980
001435636 830_0 $$aLecture notes in computer science ;$$v12694.
001435636 830_0 $$aLNCS sublibrary.$$nSL 1,$$pTheoretical computer science and general issues.
001435636 852__ $$bebk
001435636 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-72699-7$$zOnline Access$$91397441.1
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001435636 980__ $$aBIB
001435636 980__ $$aEBOOK
001435636 982__ $$aEbook
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