Applications of Evolutionary Computation
Springer International Publishing (Verlag)
978-3-319-55848-6 (ISBN)
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 BiomedicalClassification.- 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 FuzzyControllers.- 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 Problem.- Evolving Cut-offMechanisms and Other Work-Stealing Parameters for Parallel Programs.- Issues on GPU Parallel Implementation of Evolutionary High-dimensional Multi-objective Feature Selection.- Embedded Grammars for Grammatical Evolution on GPGPU.- A Performance Assessment of Evolutionary Algorithms in Volunteer Computing Environments: the Importance of Entropy.- EvoROBOT: Overcoming Initial Convergence in Multi-Objective Evolution of Robot Control and Morphology Using a Two-Phase Approach.- Evolutionary Adaptation to Social Information Use without Learning.- Interactive Evolution of Complex Behaviours through Skill Encapsulation.- Evolution and Morphogenesis of Simulated Modular Robots: A Comparison Between a Direct and Generative Encoding.- Continual and One-Shot Learning through Neural Networks with Dynamic External Memory.
| Erscheinungsdatum | 14.04.2017 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XXIV, 905 p. 268 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1401 g |
| Themenwelt | Informatik ► Theorie / Studium ► Algorithmen |
| Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
| Schlagworte | Algorithm analysis and problem complexity • algorithms and data structures • Applications • Artificial Intelligence • artificial intelligence (incl. robotics) • bioinspired methods • Communication Networks • Complex Systems • Computer architecture and logic design • Computer Science • Computer System Implementation • conference proceedings • Continuous Optimization • design automation • distributed algorithms • Dynamic problems • Energy applications • evolutionary algorithms • evolutionary computation • Evolutionary Robotics • Expert systems / knowledge-based systems • finance and economics • Games • Genetic algorithms • genetic programming • Image Analysis • Industrial environment • Informatics • Logic Design • Parallel Systems • Processor Architectures • Research • Robotics • security • Signal processing and pattern recognition • Special purpose and application-based systems • systems analysis and design |
| ISBN-10 | 3-319-55848-X / 331955848X |
| ISBN-13 | 978-3-319-55848-6 / 9783319558486 |
| Zustand | Neuware |
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