Applications of Evolutionary Computation, Giovanni Squillero; Kevin Sim
Автор: Giovanni Squillero; Kevin Sim Название: Applications of Evolutionary Computation ISBN: 331955848X ISBN-13(EAN): 9783319558486 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: EvoBAFIN: Minimization of Systemic Risk for Directed Network Using Genetic Algorithm.- Pricing Rainfall Based Futures Using Genetic Programming.- Dynamic Portfolio Optimization in Ultra-High Frequency Environment.- EvoBIO: Integration of Reaction Kinetics Theory and Gene Expression Programming to Infer Reaction Mechanism.- De Novo DNA Assembly with a Genetic Algorithm Finds Accurate Genomes Even with Suboptimal Fitness.- EVE: Cloud-based Annotation of Human Genetic Variants.- Improving the Reproducibility of Genetic Association Results Using Genotype Resampling Methods.- Objective Assessment of Cognitive Impairment in Parkinson's Disease Using Evolutionary Algorithm.- Characterizing the Influence of Rule-based Knowledge Representations in Biological Knowledge Extraction from Transcriptomics Data.- Enhancing Grammatical Evolution through Data Augmentation: Application to Blood Glucose Forecasting.- Genetic Programming Representations for Multi-dimensional Feature Learning in Biomedical Classification.- EvoCOMNET: Meta-heuristically Seeded Genetic Algorithm for Independent Job Scheduling in Grid Computing.- Analysis of Average Communicability in Complex Networks.- Configuring Dynamic Heterogeneous Wireless Communications Networks Using a Customized Genetic Algorithm.- Multi-Objective Evolutionary Algorithms for Influence Maximization in Social Networks.- A fast ILP-based Heuristic for the Robust Design of Body Wireless Sensor Networks.- EvoCOMPLEX: Lamarckian and Lifelong Memetic Search in Agent-based Computing.- Two-phase Strategy Managing Insensitivity in Global Optimization.- Avenues for the Use of Cellular Automata in Image Segmentation.- Local Misfit Approximation in Memetic Solving of Ill-posed Inverse Problems.- The Two Regimes of Neutral Evolution: Localization on Hubs and Delocalized Diffusion.- EvoENERGY: Adaptive Batteries Exploiting On-line Steady-State Evolution Strategy.- Hybrid Multi-Ensemble Scheduling.- EvoGAMES: Driving in TORCS Using Modular Fuzzy Controllers.- Automated Game Balancing in Ms Pacman and StarCraft Using Evolutionary Algorithms.- Evolving Game-specific UCB Alternatives for General Video Game Playing.- Relief Camp Manager: A Serious Game Using the World Health Organization's Relief Camp Guidelines.- Analyisis of Vanilla Rolling Horizon Evolution Parameters in General Video Game Playing.- Darwin's Demons: Does Evolution Improve the Game.- EvoIASP: Evolutionary Art Using the Fly Algorithm.- Bagging and Feature Selection for Classification with Incomplete Data.- Surrogate-model Based Particle Swarm Optimization with Local Search for Feature Selection in Classification.- Feature Selection in High Dimensional Data by a Filter-Based Genetic Algorithm.- Brain Programming and the Random Search in Object Categorization.- Using Particle Swarm Optimization and the Silhouette Metric to Estimate the Number of Clusters, Select Features, and Perform Clustering.- EvoINDUSTRY: Container Vessel Stowage Planning System Using Genetic Algorithm.- The Artificial Immune Ecosystem: a Bio-inspired Meta-algorithm for Boosting Time Series Anomaly Detection with Expert Input.- Empirical Analysis of Optimization Methods for the Real-World Dial-a-Ride Problem.- EvoKNOW: Presenting the ECO: Evolutionary Computation Ontology.- A New Evolutionary Algorithm for Synchronization.- Large Scale Problems in Practice: The Effect of Dimensionality on the Interaction among Variables.- A Framework for Knowledge Integrated Evolutionary Algorithms.- DICE: A New Family of Bivariate Estimation of Distribution Algorithms Based on Dichotomized Multivariate Gaussian Distributions.- EvoNUM: Ranking Programming Languages for Evolutionary Algorithm Operations.- Distance-based Tournament Selection.- Preferences-Based Choice Prediction in Evolutionary Multi-Objective Optimization.- Numerical Optimization of ESA's Messenger Space Mission Benchmark.- EvoPAR: A VNS with Parallel Evaluation of Solutions for the Inverse Lighting P
Автор: Giovanni Squillero; Paolo Burelli Название: Applications of Evolutionary Computation ISBN: 3319312030 ISBN-13(EAN): 9783319312033 Издательство: Springer Рейтинг: Цена: 13416.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: EvoBAFIN: Enhanced Multiobjective Population-Based Incremental Learning with Applications in Risk Treaty Optimization.- Genetic Programming with Memory for Financial Trading.- Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Data.- Evolving Classification Models for Prediction of Patient Recruitment in Multicentre Clinical Trials Using Grammatical Evolution.- Portfolio Optimization, a Decision-Support Methodology for Small Budgets.- Evolutionary Multiobjective Optimization for Portfolios in Emerging Markets: Contrasting Higher Moments and Median Models.- EvoBIO: On Combinatorial Optimisation in Analysis of Protein-Protein Interaction and Protein Folding Networks.- A Multi-objective Genetic Programming Biomarker Detection Approach in Mass Spectrometry Data.- Automating Biomedical Data Science Through Tree-Based Pipeline Optimization.- Bicliques in Graphs with Correlated Edges: From Artificial to Biological Networks.- Hybrid Biclustering Algorithms for Data Mining.- Discovering Potential Clinical Profiles of Multiple Sclerosis from Clinical and Pathological Free Text Data with Constraint Non-negative Matrix Factorization.- Application of Evolutionary Algorithms for the Optimization of Genetic Regulatory Networks.- EvoCOMNET: A Hybrid Discrete Artificial Bee Colony Algorithm for the Multicast Routing Problem.- Evolving Coverage Optimisation Functions for Heterogeneous Networks Using Grammatical Genetic Programming.- Joint Topology Optimization, Power Control and Spectrum Allocation for Intra-Vehicular Multi-hop Sensor Networks Using Dandelion-Encoded Heuristics.- A Heuristic Crossover Enhanced Evolutionary Algorithm for Clustering Wireless Sensor Network.- A Variable Local Search Based Memetic Algorithm for the Load Balancing Problem in Cloud Computing.- An (MI)LP-Based Primal Heuristic for 3-Architecture Connected Facility Location in Urban Access Network Design.- Reducing Efficiency of Connectivity-Splitting Attack on Newscast via Limited Gossip.- A Distributed Intrusion Detection Framework Based on Evolved Specialized Ensembles of Classifiers.- UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets.- EvoCOMPLEX: Towards Intelligent Biological Control: Controlling Boolean Networks with Boolean Networks.- The Emergence of Cooperation in Public Goods Games on Randomly Growing Dynamic Networks.- Influence Maximization in Social Networks with Genetic Algorithms.- Measuring Diversity of Socio-Cognitively Inspired ACO Search.- Multiwinner Voting in Genetic Algorithms for Solving Ill-Posed Global Optimization Problems.- EvoENERGY: A Decentralized PSO with Decoder for Scheduling Distributed Electricity Generation.- Comparison of Multi-objective Evolutionary Optimization in Smart Building Scenarios.- Stigmergy-Based Scheduling of Flexible Loads.- Electrical Load Pattern Shape Clustering Using Ant Colony Optimization.- Optimization of Operation and Control Strategies for Battery Energy Storage Systems by Evolutionary Algorithms.- EvoGAMES: Orthogonally Evolved AI to Improve Difficulty Adjustment in Video Games.- There Can Be only One: Evolving RTS Bots via Joust Selection.- Constrained Level Generation through Grammar-Based Evolutionary Algorithms.- Evolving Chess-Like Games Using Relative Algorithm Performance Profiles.- Online Evolution for Multi-action Adversarial Games.- The Story of Their Lives: Massive Procedural Generation of Heroes' Journeys Using Evolved Agent-Based Models and Logical Reasoning.- Dangerousness Metric for Gene Regulated Car Driving.- Using Isovists to Evolve Terrains with Gameplay Elements.- A Spatially-Structured PCG Method for Content Diversity in a Physics-Based simulation Game.- Design and Evaluation of an Extended Learning Classifier-Based StarCraft Micro AI.- EvoIASP: A Wrapper Feature Selection Approach to Classification with Missing Data.- Bare-Bone Particle Swarm Optimisation for Simultaneously Discretisin
Автор: Ernesto Sanchez; Giovanni Squillero; Alberto Tonda Название: Industrial Applications of Evolutionary Algorithms ISBN: 364244346X ISBN-13(EAN): 9783642443466 Издательство: Springer Рейтинг: Цена: 15672.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Ideal as a reference both for experienced users and novices, this publication combines a thorough introduction to evolutionary computation with details of its application to real-world problems and advice on tackling a wealth of issues in its implementation.
Автор: Cecilia Di Chio; Stefano Cagnoni; Carlos Cotta; Ma Название: Applications of Evolutionary Computation ISBN: 3642122388 ISBN-13(EAN): 9783642122385 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Since 1998, EvoApplications - formerly known as EvoWorkshops- has provided a unique opportunity for EC researchers to meet and discuss application aspects of EC and has been an important link between EC research and its application in a variety of domains.
Автор: Anna I. Esparcia-Alc?zar; Antonio M. Mora Название: Applications of Evolutionary Computation ISBN: 3662455226 ISBN-13(EAN): 9783662455227 Издательство: Springer Рейтинг: Цена: 14535.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Nature-inspired techniques for telecommunication networks and other parallel and distributed systems.- Evolutionary algorithms and complex systems.- Evolutionary computation in energy applications.- Evolutionary and natural computation in finance and economics.- Bio-inspired algorithms in games.- Evolutionary computation in image analysis, signal processing, and pattern recognition.- Nature-inspired techniques in industrial settings.- Bio-inspired algorithms for continuous parameter optimization.- Parallel implementation of evolutionary algorithms.- Computational intelligence for risk management, security and defence applications.- Evolutionary computation in robotics.- Evolutionary algorithms in stochastic and dynamic environments.- EC and related techniques in bioinformatics and computational biology.
Автор: Antonio M. Mora; Giovanni Squillero Название: Applications of Evolutionary Computation ISBN: 3319165488 ISBN-13(EAN): 9783319165486 Издательство: Springer Рейтинг: Цена: 13416.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Evolutionary computation, machine learning and data mining in computational biology.- Nature-inspired techniques for telecommunication networks and other parallel and distributed systems.- Evolutionary algorithms and complex systems.- Evolutionary computation in energy applications.- Evolutionary and natural computation in finance and economics.- Bio-inspired algorithms in games.- Evolutionary computation in image analysis, signal processing, and pattern recognition.- Nature-inspired techniques in industrial settings.- Bio-inspired algorithms for continuous parameter optimization.- Parallel implementation of evolutionary algorithms.- Computational intelligence for risk management, security and defence applications.- Evolutionary computation in robotics.- Evolutionary algorithms in stochastic and dynamic environments.
Описание: This book bridges the gap between computer science academics and traders, presenting state-of-the-art techniques in financial engineering using machine learning and evolutionary computation. Includes information on software for implementing solutions.
Автор: Hime Aguiar e Oliveira Junior Название: Evolutionary Global Optimization, Manifolds and Applications ISBN: 3319264664 ISBN-13(EAN): 9783319264660 Издательство: Springer Рейтинг: Цена: 15672.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book presents powerful techniques for solving global optimization problems on manifolds by means of evolutionary algorithms, and shows in practice how these techniques can be applied to solve real-world problems. Here, these problems are reformulated as constrained global optimization tasks and solved with the help of Fuzzy ASA.
Автор: Cecilia Di Chio; Anthony Brabazon; Marc Ebner; Mud Название: Applications of Evolutionary Computation ISBN: 3642122418 ISBN-13(EAN): 9783642122415 Издательство: Springer Рейтинг: Цена: 14673.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Since 1998, EvoApplications - formerly known as EvoWorkshops - has provided a unique opportunity for EC researchers to meet and discuss application aspects of EC and has been an important link between EC research and its application in a variety of domains.
Автор: Mario Giacobini; Anthony Brabazon; Stefano Cagnoni Название: Applications of Evolutionary Computing ISBN: 3642011284 ISBN-13(EAN): 9783642011283 Издательство: Springer Рейтинг: Цена: 19564.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Constitutes the refereed joint proceedings of eleven European workshops on the Theory and Applications of Evolutionary Computation, EvoWorkshops 2009, held in Tubingen, Germany, in April 2009 within the scope of the EvoStar 2009 event. This book presents 68 revised full papers and 23 revised short papers that were selected from 143 submissions.
Автор: Giovanni Squillero; Paolo Burelli Название: Applications of Evolutionary Computation ISBN: 3319311522 ISBN-13(EAN): 9783319311524 Издательство: Springer Рейтинг: Цена: 7826.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: EvoNUM: Local Fitness Meta-Models with Nearest Neighbor Regression.- Validating the Grid Diversity Operator: an Infusion Technique for Diversity Maintenance in Population-Based Optimisation Algorithms.- Benchmarking Languages for Evolutionary Algorithms.- On the Closest Averaged Hausdorff Archive for a Circularly Convex Pareto Front.- Evolving Smoothing Kernels for Global Optimization.- EvoPAR: Implementing Parallel Differential Evolution on Spark.- ECJ+HADOOP: An Easy Way to Deploy Massive Runs of Evolutionary Algorithm.- Addressing High Dimensional Multi-Objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces.- Compilable Phenotypes: Accelerating the Evaluation of Individuals in Grammatical Evolution.- GPU Accelerated Molecular Docking Simulation with Genetic Algorithms.- EvoRISK: Challenging Anti-virus Through Evolutionary Malware Obfuscation.- EvoROBOT: Leveraging Online Racing and Population Cloning in Evolutionary Multirobot Systems.- Multi-Agent Behavior-Based Policy Transfer.- On-line Evolution of Foraging Behaviour in a Population of Real Robots.- Hybrid Control for a Real Swarm Robotics System in an Intruder Detection Task.- EvoSTOC: Direct Memory Schemes for Population-Based Incremental Learning in Cyclically Changing Environments.- Simheuristics for the Multiobjective Nondeterministic Firefighter Problem in a Time-Constrained Setting.- Benchmarking Dynamic Three-Dimensional Bin Packing Problems Using Discrete-Event Simulation.- Genetic Programming Algorithms for Dynamic Environments.- A Memory-Based NSGA-II Algorithm for Dynamic Multi-Objective Optimization Problems.- Hybrid Dynamic Resampling Algorithms for Evolutionary Multi-objective Optimization of Invariant-Noise Problems.
Описание: This book presents the use of efficientEvolutionary Computation (EC) algorithms for solving diverse real-world imageprocessing and pattern recognition problems.
ООО "Логосфера " Тел:+7(495) 980-12-10 www.logobook.ru
