Applications of Evolutionary Computing EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN Kinsale, Ireland, April 3-4, 2002. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Cagnoni, Stefano (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Gottlieb, Jens (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Hart, Emma (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Middendorf, Martin (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Raidl, Günther R. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2002.
• Έκδοση: 1st ed. 2002.
• Σειρά: Lecture Notes in Computer Science, 2279
• Θέματα: Computer programming.; Artificial intelligence.; Algorithms.; Computer science-Mathematics.; Optical data processing.; Pattern recognition.; Programming Techniques.; Artificial Intelligence.; Algorithm Analysis and Problem Complexity.; Discrete Mathematics in Computer Science.; Image Processing and Computer Vision.; Pattern Recognition.

This book constitutes the refereed proceedings of three workshops on the application of evolutionary programming and algorithms in various domains; these workshops were held in conjunction with the 5th European Conference on Genetic Programming, EuroGP 2002, in Kinsale, Ireland, in April 2002. The 3...

Πίνακας περιεχομένων:

• EvoCOP Talks
• Hyperheuristics: A Tool for Rapid Prototyping in Scheduling and Optimisation
• SavingsAnts for the Vehicle Routing Problem
• Updating ACO Pheromones Using Stochastic Gradient Ascent and Cross-Entropy Methods
• Non-parametric Estimation of Properties of Combinatorial Landscapes
• Performance of Evolutionary Approaches for Parallel Task Scheduling under Different Representations
• A Performance Comparison of Alternative Heuristics for the Flow Shop Scheduling Problem
• Exploiting Fitness Distance Correlation of Set Covering Problems
• A Population Based Approach for ACO
• Comparing Classical Methods for Solving Binary Constraint Satisfaction Problems with State of the Art Evolutionary Computation
• Application of Genetic Algorithms in Nanoscience: Cluster Geometry Optimization
• A Memetic Algorithm for Vertex-Biconnectivity Augmentation
• Genetic, Iterated and Multistart Local Search for the Maximum Clique Problem
• An Experimental Investigation of Iterated Local Search for Coloring Graphs
• Solving Car Sequencing Problems by Local Optimization
• Evolution Strategies, Network Random Keys, and the One-Max Tree Problem
• Evolutionary Computational Approaches to Solving the Multiple Traveling Salesman Problem Using a Neighborhood Attractor Schema
• Boosting ACO with a Preprocessing Step
• A Memetic Algorithm Guided by Quicksortfor the Error-Correcting Graph Isomorphism Problem
• EvoIASP Talks
• Evolutionary Techniques for Minimizing Test Signals Application Time
• Prediction and Modelling of the Flow of a Typical Urban Basin through Genetic Programming
• Using EAs for Error Prediction in Near Infrared Spectroscopy
• The Prediction of Journey Times on Motorways Using Genetic Programming
• The Boru Data Crawler for Object Detection Tasks in Machine Vision
• Surface Profile Reconstruction from Scattered Intensity Data Using Evolutionary Strategies
• Detection of Incidents on Motorways in Low Flow High Speed Conditions by Genetic Programming
• Image Filter Design with Evolvable Hardware
• A Dynamic Fitness Function Applied to Improve the Generalisation when Evolving a Signal Processing Hardware Architecture
• Efficiently Computable Fitness Functions for Binary Image Evolution
• Evolutionary Based Autocalibration from the Fundamental Matrix
• Medical Image Registration Using Parallel Genetic Algorithms
• EvoSTIM/EvoPLAN Talks
• Disruption Management for an Airline - Rescheduling of Aircraft
• Ant Colony Optimization with the Relative Pheromone Evaluation Method
• Improving Street Based Routing Using Building Block Mutations.