Applications of Evolutionary Computing

Table of Contents

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   Book Overview
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   Chapter 1 Hyperheuristics: A Tool for Rapid Prototyping in Scheduling and Optimisation
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   Chapter 2 SavingsAnts for the Vehicle Routing Problem
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   Chapter 3 Updating ACO Pheromones Using Stochastic Gradient Ascent and Cross-Entropy Methods
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   Chapter 4 Non-parametric Estimation of Properties of Combinatorial Landscapes
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   Chapter 5 Performance of Evolutionary Approaches for Parallel Task Scheduling under Different Representations
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   Chapter 6 A Performance Comparison of Alternative Heuristics for the Flow Shop Scheduling Problem
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   Chapter 7 Exploiting Fitness Distance Correlation of Set Covering Problems
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   Chapter 8 A Population Based Approach for ACO
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    Chapter 9 Comparing Classical Methods for Solving Binary Constraint Satisfaction Problems with State of the Art Evolutionary Computation
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    Chapter 10 Application of Genetic Algorithms in Nanoscience: Cluster Geometry Optimization
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    Chapter 11 A Memetic Algorithm for Vertex-Biconnectivity Augmentation
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    Chapter 12 Genetic, Iterated and Multistart Local Search for the Maximum Clique Problem
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    Chapter 13 An Experimental Investigation of Iterated Local Search for Coloring Graphs
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    Chapter 14 Solving Car Sequencing Problems by Local Optimization
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    Chapter 15 Evolution Strategies, Network Random Keys, and the One-Max Tree Problem
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    Chapter 16 Evolutionary Computational Approaches to Solving the Multiple Traveling Salesman Problem Using a Neighborhood Attractor Schema
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    Chapter 17 Boosting ACO with a Preprocessing Step
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    Chapter 18 A Memetic Algorithm Guided by Quicksort for the Error-Correcting Graph Isomorphism Problem
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    Chapter 19 Evolutionary Techniques for Minimizing Test Signals Application Time
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    Chapter 20 Prediction and Modelling of the Flow of a Typical Urban Basin through Genetic Programming
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    Chapter 21 Using EAs for Error Prediction in Near Infrared Spectroscopy
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    Chapter 22 The Prediction of Journey Times on Motorways Using Genetic Programming
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    Chapter 23 The Boru Data Crawler for Object Detection Tasks in Machine Vision
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    Chapter 24 Surface Profile Reconstruction from Scattered Intensity Data Using Evolutionary Strategies
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    Chapter 25 Detection of Incidents on Motorways in Low Flow High Speed Conditions by Genetic Programming
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    Chapter 26 Image Filter Design with Evolvable Hardware
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    Chapter 27 A Dynamic Fitness Function Applied to Improve the Generalisation when Evolving a Signal Processing Hardware Architecture
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    Chapter 28 Efficiently Computable Fitness Functions for Binary Image Evolution
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    Chapter 29 Evolutionary Based Autocalibration from the Fundamental Matrix
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    Chapter 30 Medical Image Registration Using Parallel Genetic Algorithms
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    Chapter 31 Disruption Management for an Airline — Rescheduling of Aircraft
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    Chapter 32 Ant Colony Optimization with the Relative Pheromone Evaluation Method
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    Chapter 33 Improving Street Based Routing Using Building Block Mutations