Table of Contents

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   Book Overview
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   Chapter 1 Artificial Immune System for Classification of Cancer
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   Chapter 2 Pattern Search in Molecules with FANS: Preliminary Results
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   Chapter 3 Applying Memetic Algorithms to the Analysis of Microarray Data
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   Chapter 4 Gene Network Reconstruction Using a Distributed Genetic Algorithm with a Backprop Local Search
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   Chapter 5 Promoter Prediction with a GP-Automaton
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   Chapter 6 Chromosomal Breakpoint Detection in Human Cancer
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   Chapter 7 Discovering Haplotypes in Linkage Disequilibrium Mapping with an Adaptive Genetic Algorithm
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   Chapter 8 Genetic Algorithms for Gene Expression Analysis
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    Chapter 9 Comparison of AdaBoost and Genetic Programming for Combining Neural Networks for Drug Discovery
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    Chapter 10 Cross Validation Consistency for the Assessment of Genetic Programming Results in Microarray Studies
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    Chapter 11 Algorithms for Identification Key Generation and Optimization with Application to Yeast Identification
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    Chapter 12 Generalisation and Model Selection in Supervised Learning with Evolutionary Computation
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    Chapter 13 Genetic Algorithms on NK-Landscapes: Effects of Selection, Drift, Mutation, and Recombination
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    Chapter 14 Multilevel Heuristic Algorithm for Graph Partitioning
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    Chapter 15 Experimental Comparison of Two Evolutionary Algorithms for the Independent Set Problem
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    Chapter 16 New Ideas for Applying Ant Colony Optimization to the Probabilistic TSP
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    Chapter 17 An Experimental Comparison of Two Different Encoding Schemes for the Location of Base Stations in Cellular Networks
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    Chapter 18 Landscape State Machines: Tools for Evolutionary Algorithm Performance Analyses and Landscape/Algorithm Mapping
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    Chapter 19 Constrained Coverage Optimisation for Mobile Cellular Networks
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    Chapter 20 Combinations of Local Search and Exact Algorithms
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    Chapter 21 On Confidence Intervals for the Number of Local Optima
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    Chapter 22 Searching for Maximum Cliques with Ant Colony Optimization
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    Chapter 23 A Study of Greedy, Local Search, and Ant Colony Optimization Approaches for Car Sequencing Problems
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    Chapter 24 Evolutionary Computing for the Satisfiability Problem
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    Chapter 25 Guiding Single-Objective Optimization Using Multi-objective Methods
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    Chapter 26 A Genetic Algorithm for the Index Selection Problem
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    Chapter 27 A Template Approach to Producing Incremental Objective Cost Functions for Local Search Meta-heuristics
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    Chapter 28 Analyzing a Unified Ant System for the VRP and Some of Its Variants
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    Chapter 29 Adapting to Complexity During Search in Combinatorial Landscapes
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    Chapter 30 Search Space Analysis of the Linear Ordering Problem
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    Chapter 31 Ant Algorithms for the University Course Timetabling Problem with Regard to the State-of-the-Art
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    Chapter 32 Multiple Genetic Snakes for Bone Segmentation
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    Chapter 33 Mobile Robot Sensor Fusion Using Flies
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    Chapter 34 Anticipating Bankruptcy Reorganisation from Raw Financial Data Using Grammatical Evolution
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    Chapter 35 GAME-HDL: Implementation of Evolutionary Algorithms Using Hardware Description Languages
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    Chapter 36 Evolutionary Approach to Discovery of Classification Rules from Remote Sensing Images
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    Chapter 37 Hybrid Evolution Strategy-Downhill Simplex Algorithm for Inverse Light Scattering Problems
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    Chapter 38 Accurate L-Corner Measurement Using USEF Functions and Evolutionary Algorithms
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    Chapter 39 On Two Approaches to Image Processing Algorithm Design for Binary Images Using GP
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    Chapter 40 Restoration of Old Documents with Genetic Algorithms
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    Chapter 41 The Effectiveness of Cost Based Subtree Caching Mechanisms in Typed Genetic Programming for Image Segmentation
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    Chapter 42 Pixel Statistics and False Alarm Area in Genetic Programming for Object Detection
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    Chapter 43 The Emergence of Social Learning in Artificial Societies
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    Chapter 44 Tabula Rasa : A Case Study in Evolutionary Curation
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    Chapter 45 MusicBlox: A Real-Time Algorithmic Composition System Incorporating a Distributed Interactive Genetic Algorithm
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    Chapter 46 Towards a Prehistory of Evolutionary and Adaptive Computation in Music
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    Chapter 47 ArtiE-Fract: The Artist’s Viewpoint
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    Chapter 48 Evolutionary Music and the Zipf-Mandelbrot Law: Developing Fitness Functions for Pleasant Music
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    Chapter 49 Genophone: Evolving Sounds and Integral Performance Parameter Mappings
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    Chapter 50 Genetic Improvisation Model A Framework for Real-Time Performance Environments
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    Chapter 51 On the Development of Critics in Evolutionary Computation Artists
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    Chapter 52 Genetic Algorithms for the Generation of Models with Micropopulations
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    Chapter 53 Evolution of Collective Behavior in a Team of Physically Linked Robots
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    Chapter 54 Exploring the T-Maze: Evolving Learning-Like Robot Behaviors Using CTRNNs
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    Chapter 55 Competitive Co-evolution of Predator and Prey Sensory-Motor Systems
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    Chapter 56 Evolving Spiking Neuron Controllers for Phototaxis and Phonotaxis
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    Chapter 57 Evolving Neural Networks for the Control of a Lenticular Blimp
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    Chapter 58 Evolving Symbolic Controllers
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    Chapter 59 Evolving Motion of Robots with Muscles
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    Chapter 60 Behavioural Plasticity in Autonomous Agents: A Comparison between Two Types of Controller
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    Chapter 61 DNA Based Algorithms for Some Scheduling Problems
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    Chapter 62 Learning Action Strategies for Planning Domains Using Genetic Programming
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    Chapter 63 Routing Using Evolutionary Agents and Proactive Transactions