Principal Concepts in Applied Evolutionary Computation: Emerging Trends, Wei-Chiang Samuelson Hong

Автор: Alexandru-Adrian Tantar; Emilia Tantar; Jian-Qiao
Название: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V
ISBN: 3319074938 ISBN-13(EAN): 9783319074931
Издательство: Springer
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Цена: 191560.00 T
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Описание: Complementary to these directions, the conference tracks supporting the volume, follow on the individual advancements of the subareas constituting the scope of the conference, through the Computational Game Theory, Local Search and Optimization, Genetic Programming, Evolutionary Multi-objective optimization tracks.

Автор: Michael Emmerich; Andre Deutz; Oliver Schuetze; Th
Название: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV
ISBN: 3319011278 ISBN-13(EAN): 9783319011271
Издательство: Springer
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Цена: 200260.00 T
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Описание: Machine Learning and Probabilistic Models.- Complex Networks and Evolutionary Computation.- Diversity Oriented Optimization.- Set-oriented Numerics and Evolutionary Multiobjective Optimization.- Genetic Programming.- Robust Optimization.

Автор: Asim Bhatti; Kendall H. Lee; Hamid Garmestani; Che
Название: Emerging Trends in Neuro Engineering and Neural Computation
ISBN: 9811039550 ISBN-13(EAN): 9789811039553
Издательство: Springer
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Цена: 139750.00 T
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Описание: Novel and Innovative Interfaces for Microelectrode Array (MEA) Systems.- Deep Brain Stimulation Devices.- Optogenetics Stimulation Technologies.- Micro-Electromechanical (MEM) Systems.- Neuroimaging for Biomarkers Detection.- Information Acquisition and Processing of Data.- Signal Processing and Pattern Analysis.- Neural Computation and Classification.

Автор: Federico Rossi; Stefano Piotto; Simona Concilio
Название: Advances in Artificial Life, Evolutionary Computation, and Systems Chemistry
ISBN: 3319577107 ISBN-13(EAN): 9783319577104
Издательство: Springer
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Цена: 55890.00 T
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Описание: They cover the following topics: evolutionary computation, bioinspired algorithms, genetic algorithms, bioinformatics and computational biology, modelling and simulation of artificial and biological systems, complex systems, synthetic and systems biology, systems chemistry.

Автор: Michael Emmerich; Andr? Deutz; Oliver Sch?tze; Pie
Название: EVOLVE – A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII
ISBN: 3319493248 ISBN-13(EAN): 9783319493244
Издательство: Springer
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Цена: 130430.00 T
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Описание: This book comprises nine selected works on numerical and computational methods for solving multiobjective optimization, game theory, and machine learning problems.

Автор: Giovanni Squillero; Kevin Sim
Название: Applications of Evolutionary Computation
ISBN: 3319557912 ISBN-13(EAN): 9783319557915
Издательство: Springer
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Цена: 51230.00 T
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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: Giovanni Squillero; Kevin Sim
Название: Applications of Evolutionary Computation
ISBN: 331955848X ISBN-13(EAN): 9783319558486
Издательство: Springer
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Цена: 111790.00 T
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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: Bin Hu; Manuel L?pez-Ib??ez
Название: Evolutionary Computation in Combinatorial Optimization
ISBN: 3319554522 ISBN-13(EAN): 9783319554525
Издательство: Springer
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Цена: 51230.00 T
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Описание: A Computational Study of Neighborhood Operators for Job-shop Scheduling Problems with Regular Objectives.- A Genetic Algorithm for Multi-Component Optimization Problems: the Case of the Travelling Thief Problem.- A Hybrid Feature Selection Algorithm Based on Large Neighborhood Search.- A Memetic Algorithm to Maximise the Employee Substitutability in Personnel Shift Scheduling.- Construct, Merge, Solve and Adapt versus Large Neighborhood Search for Solving the Multi-Dimensional Knapsack Problem: Which One Works Better When.- Decomposing SAT Instances with Pseudo Backbones.- Efficient Consideration of Soft Time Windows in a Large Neighborhood Search for the Districting and Routing Problem for Security Control.- Estimation of Distribution Algorithms for the Firefighter Problem.- LCS-Based Selective Route Exchange Crossover for the Pickup and Delivery Problem with Time Windows.- Multi-rendezvous Spacecraft Trajectory Optimization with Beam P-ACO.- Optimizing Charging Station Locations for Electric Car-Sharing Systems.- Selection of Auxiliary Objectives Using Landscape Features and Offline Learned Classifier.- Sparse, Continuous Policy Representations for Uniform Online Bin Packing via Regression of Interpolants.- The Weighted Independent Domination Problem: ILP Model and Algorithmic

Автор: Erik Cuevas; Margarita Arimatea D?az Cort?s; Diego
Название: Advances of Evolutionary Computation: Methods and Operators
ISBN: 3319285025 ISBN-13(EAN): 9783319285023
Издательство: Springer
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Цена: 121890.00 T
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Описание:

Introduction.- A Swarm Global Optimization Algorithm Inspired in the Behavior of the Social-spider.-A States of Matter Algorithm for Global Optimization.- An Algorithm for Global Optimization Inspired by Collective Animal Behavior.- A Bio-inspired Evolutionary Algorithm: Allostatic Optimization.- Optimization Based on the Behavior of Locust Swarms.

Автор: Xin-She Yang
Название: Recent Advances in Swarm Intelligence and Evolutionary Computation
ISBN: 3319138251 ISBN-13(EAN): 9783319138251
Издательство: Springer
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Цена: 121110.00 T
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Описание: Recent Advances in Swarm Intelligence and Evolutionary Computation

Автор: Alexandru-Adrian Tantar; Emilia Tantar; Michael Em
Название: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI
ISBN: 3319697080 ISBN-13(EAN): 9783319697086
Издательство: Springer
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Цена: 139750.00 T
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Описание: This book comprises selected research papers from the 2015 edition of the EVOLVE conference, which was held on June 18-June 24, 2015 in Iasi, Romania.

Автор: Cuevas, Erik, Osuna, Valentin, Oliva, Diego
Название: Evolutionary Computation Techniques: A Comparative Perspective
ISBN: 3319511084 ISBN-13(EAN): 9783319511085
Издательство: Springer
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Цена: 130430.00 T
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Описание: This book compares the performance of various evolutionary computation (EC) techniques when they are faced with complex optimization problems extracted from different engineering domains.