Applications of Evolutionary Computing Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC
Evolutionary computation (EC) techniques are e?cient nature-inspired pl- ning and optimization methods based on the principles of natural evolution and genetics. Due to their e?ciency and the simple underlying principles, these methods can be used for a large number of problems in the context of pro...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2005, 2005
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| Edition: | 1st ed. 2005 |
| Series: | Theoretical Computer Science and General Issues
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Shaky Ladders, Hyperplane-Defined Functions and Genetic Algorithms: Systematic Controlled Observation in Dynamic Environments
- A Hierarchical Evolutionary Algorithm with Noisy Fitness in Structural Optimization Problems
- Assortative Mating in Genetic Algorithms for Dynamic Problems
- A Hybrid Approach Based on Evolutionary Strategies and Interval Arithmetic to Perform Robust Designs
- Region Merging for Severe Oversegmented Images Using a Hierarchical Social Metaheuristic
- Automated Photogrammetric Network Design Using the Parisian Approach
- Design of Fast Multidimensional Filters Using Genetic Algorithms
- Genetic-Fuzzy Optimization Algorithm for Adaptive Learning of Human Vocalization in Robotics
- Evolving Parameters of Surveillance Video Systems for Non-overfitted Learning
- A Multistage Approach to Cooperatively Coevolving Feature Construction and Object Detection
- An Implicit Context Representation for Evolving Image Processing Filters
- Learning Weights in Genetic Programs Using Gradient Descent for Object Recognition
- EvoMUSART Contributions
- Open Problems in Evolutionary Music and Art
- Genetic Paint: A Search for Salient Paintings
- Artificial Life, Death and Epidemics in Evolutionary, Generative Electronic Art
- The Electric Sheep Screen-Saver: A Case Study in Aesthetic Evolution
- Swarm Tech-Tiles Tim
- A Genetic Algorithm for VLSI Floorplanning Using O-Tree Representation
- Evolving Reversible Circuits for the Even-Parity Problem
- Counter-Based Ant Colony Optimization as a Hardware-Oriented Meta-heuristic
- Use of an Evolutionary Tool for Antenna Array Synthesis
- EvoIASP Contributions
- A Coevolutionary Approach for Clustering with Feature Weighting Application to Image Analysis
- A New Evolutionary Algorithm for Image Segmentation
- An Interactive EA for Multifractal Bayesian Denoising
- Object Detection for Computer Vision Using a Robust Genetic Algorithm
- An Evolutionary Infection Algorithm for Dense Stereo Correspondence
- Automatic Image Enhancement Driven by Evolution Based on Ridgelet Frame in the Presence of Noise
- Practical Evaluation of Efficient Fitness Functions for Binary Images
- Selective SVMs Ensemble Driven by Immune Clonal Algorithm
- Sensory-Motor Coordination in Gaze Control
- Evolutionary Methods for Ant Colony Paintings
- Evolutionary Search for Musical Parallelism
- Developing Fitness Functions for Pleasant Music: Zipf’s Law and Interactive Evolution Systems
- Understanding Expressive Music Performance Using Genetic Algorithms
- Toward User-Directed Evolution of Sound Synthesis Parameters
- Playing in the Pheromone Playground: Experiences in Swarm Painting
- Convergence Synthesis of Dynamic Frequency Modulation Tones Using an Evolution Strategy
- Granular Sampling Using a Pulse-Coupled Network of Spiking Neurons
- Growing Music: Musical Interpretations of L-Systems
- Exploring Rhythmic Automata
- Extra-Music(ologic)al Models for Algorithmic Composition
- EvoSTOC Contributions
- The Memory Indexing Evolutionary Algorithm for Dynamic Environments
- Dynamic Decentralized Packet Clustering in Networks
- MOEA-Based Approach to Delayed Decisions for Robust Conceptual Design
- Unified Particle Swarm Optimization in Dynamic Environments
- An Evolutionary Approach for Motif Discovery and Transmembrane Protein Classification
- Differential Evolution and Its Application to Metabolic Flux Analysis
- GEMPLS: A New QSAR Method Combining Generic Evolutionary Method and Partial Least Squares
- EvoCOMNET Contributions
- A Performance Evaluation Framework for Nature Inspired Routing Algorithms
- Empirical Models Based on Hybrid Intelligent Systems for Assessing the Reliability of Complex Networks
- A Study of an Iterated Local Search on the Reliable Communication Networks Design Problem
- Unsupervised Anomaly Detection Based n an Evolutionary Artificial Immune Network
- Evolutionary Algorithms for Location Area Management
- EvoHOT Contributions
- Evolutionary Design of Gate-Level Polymorphic Digital Circuits
- A Biological Development Model for the Design of Robust Multiplier
- Automatic Completion and Refinement ofVerification Sets for Microprocessor Cores
- EvoBIO Contributions
- Evolutionary Biclustering of Microarray Data
- A Fuzzy Viterbi Algorithm for Improved Sequence Alignment and Searching of Proteins
- Tabu Search Method for Determining Sequences of Amino Acids in Long Polypeptides
- Order Preserving Clustering over Multiple Time Course Experiments
- Can Neural Network Constraints in GP Provide Power to Detect Genes Associated with Human Disease?
- A Class of Pareto Archived Evolution Strategy Algorithms Using Immune Inspired Operators for Ab-Initio Protein Structure Prediction
- Neural Networks and Temporal Gene Expression Data
- Bayesian Learning with Local Support Vector Machines for Cancer Classification with Gene Expression Data
- Genes Related with Alzheimer’s Disease: A Comparison of Evolutionary Search, Statistical and Integer Programming Approaches
- Syntactic Approach to Predict Membrane Spanning Regions of Transmembrane Proteins