Applications of Evolutionary Computation, Giovanni Squillero; Kevin Sim
Автор: Giovanni Squillero; Kevin Sim Название: Applications of Evolutionary Computation ISBN: 3319557912 ISBN-13(EAN): 9783319557915 Издательство: Springer Рейтинг: Цена: 7685.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: EvoSET: Hybrid Algorithms Based on Integer Programming for the Search of Prioritized Test Data in Software Product Lines.- On the Use of Smelly Examples to Detect Code Smells in JavaScript.- Deep Parameter Tuning of Concurrent Divide and Conquer Algorithms in Akka.- Focusing Learning-based Testing away from Known Weaknesses.- Polytypic Genetic Programming.- Evolving Rules for Action Selection in Automated Testing via Genetic Programming - A First Approach.- EvoSTOC: A New Multi-swarm Particle Swarm Optimization for Robust Optimization over Time.- The Static and Stochastic VRP with Time Windows and Both Random Customers and Reveal Times.- Pre-Scheduled Colony Size Variation in Dynamic Environments.- An Online Packing Heuristic for the Three-dimensional Container Loading Problem in Dynamic Environments and the Physical Internet.- Advancing Dynamic Evolutionary Optimization Using In-Memory Database Technology.- Road Traffic Rules Synthesis Using Grammatical Evolution.- Solving Dynamic Graph Coloring Problem Using Dynamic Pool Based Evolutionary Algorithm.- General: Meta-Heuristics for Improved RF Emitter Localization.- Automated Design of Genetic Programming Classification Algorithms Using a Genetic Algorithm.
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: 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
Описание: This book presents the use of efficientEvolutionary Computation (EC) algorithms for solving diverse real-world imageprocessing and pattern recognition problems.
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: 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: 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.
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 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: 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: 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: 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.
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