Genetic and Evolutionary Computation — GECCO 2003

Table of Contents

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   Book Overview
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   Chapter 1 Design of Multithreaded Estimation of Distribution Algorithms
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   Chapter 2 Reinforcement Learning Estimation of Distribution Algorithm
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   Chapter 3 Hierarchical BOA Solves Ising Spin Glasses and MAXSAT
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   Chapter 4 ERA: An Algorithm for Reducing the Epistasis of SAT Problems
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   Chapter 5 Learning a Procedure That Can Solve Hard Bin-Packing Problems: A New GA-Based Approach to Hyper-heuristics
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   Chapter 6 Population Sizing for the Redundant Trivial Voting Mapping
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   Chapter 7 Non-stationary Function Optimization Using Polygenic Inheritance
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   Chapter 8 Scalability of Selectorecombinative Genetic Algorithms for Problems with Tight Linkage
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    Chapter 9 New Entropy-Based Measures of Gene Significance and Epistasis
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    Chapter 10 A Survey on Chromosomal Structures and Operators for Exploiting Topological Linkages of Genes
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    Chapter 11 Cellular Programming and Symmetric Key Cryptography Systems
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    Chapter 12 Mating Restriction and Niching Pressure: Results from Agents and Implications for General EC
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    Chapter 13 EC Theory: A Unified Viewpoint
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    Chapter 14 Real Royal Road Functions for Constant Population Size
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    Chapter 15 Two Broad Classes of Functions for Which a No Free Lunch Result Does Not Hold
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    Chapter 16 Dimensionality Reduction via Genetic Value Clustering
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    Chapter 17 The Structure of Evolutionary Exploration: On Crossover, Buildings Blocks, and Estimation-Of-Distribution Algorithms
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    Chapter 18 The Virtual Gene Genetic Algorithm
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    Chapter 19 Quad Search and Hybrid Genetic Algorithms
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    Chapter 20 Distance between Populations
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    Chapter 21 The Underlying Similarity of Diversity Measures Used in Evolutionary Computation
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    Chapter 22 Implicit Parallelism
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    Chapter 23 Finding Building Blocks through Eigenstructure Adaptation
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    Chapter 24 A Specialized Island Model and Its Application in Multiobjective Optimization
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    Chapter 25 Adaptation of Length in a Nonstationary Environment
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    Chapter 26 Optimal Sampling and Speed-Up for Genetic Algorithms on the Sampled OneMax Problem
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    Chapter 27 Building-Block Identification by Simultaneity Matrix
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    Chapter 28 A Unified Framework for Metaheuristics
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    Chapter 29 The Hitting Set Problem and Evolutionary Algorithmic Techniques with ad-hoc Viruses (HEAT-V)
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    Chapter 30 The Spatially-Dispersed Genetic Algorithm
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    Chapter 31 Non-universal Suffrage Selection Operators Favor Population Diversity in Genetic Algorithms
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    Chapter 32 Uniform Crossover Revisited: Maximum Disruption in Real-Coded GAs
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    Chapter 33 The Master-Slave Architecture for Evolutionary Computations Revisited
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    Chapter 34 Using Adaptive Operators in Genetic Search
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    Chapter 35 A Kernighan-Lin Local Improvement Heuristic That Solves Some Hard Problems in Genetic Algorithms
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    Chapter 36 GA-Hardness Revisited
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    Chapter 37 Barrier Trees For Search Analysis
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    Chapter 38 A Genetic Algorithm as a Learning Method Based on Geometric Representations
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    Chapter 39 Solving Mastermind Using Genetic Algorithms
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    Chapter 40 Evolutionary Multimodal Optimization Revisited
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    Chapter 41 Integrated Genetic Algorithm with Hill Climbing for Bandwidth Minimization Problem
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    Chapter 42 A Fixed-Length Subset Genetic Algorithm for the p-Median Problem
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    Chapter 43 Performance Evaluation of a Parameter-Free Genetic Algorithm for Job-Shop Scheduling Problems
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    Chapter 44 SEPA: Structure Evolution and Parameter Adaptation in Feed-Forward Neural Networks
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    Chapter 45 Real-Coded Genetic Algorithm to Reveal Biological Significant Sites of Remotely Homologous Proteins
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    Chapter 46 Understanding EA Dynamics via Population Fitness Distributions
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    Chapter 47 Evolutionary Feature Space Transformation Using Type-Restricted Generators
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    Chapter 48 On the Locality of Representations
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    Chapter 49 New Subtour-Based Crossover Operator for the TSP
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    Chapter 50 Is a Self-Adaptive Pareto Approach Beneficial for Controlling Embodied Virtual Robots?
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    Chapter 51 A Genetic Algorithm for Energy Efficient Device Scheduling in Real-Time Systems
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    Chapter 52 Metropolitan Area Network Design Using GA Based on Hierarchical Linkage Identification
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    Chapter 53 Genetic and Evolutionary Computation — GECCO 2003
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    Chapter 54 Genetic Algorithm Design Inspired by Organizational Theory: Pilot Study of a Dependency Structure Matrix Driven Genetic Algorithm
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    Chapter 55 Are the “Best” Solutions to a Real Optimization Problem Always Found in the Noninferior Set? Evolutionary Algorithm for Generating Alternatives (EAGA)
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    Chapter 56 Population Sizing Based on Landscape Feature
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    Chapter 57 Structural Emergence with Order Independent Representations
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    Chapter 58 Identifying Structural Mechanisms in Standard Genetic Programming
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    Chapter 59 Visualizing Tree Structures in Genetic Programming
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    Chapter 60 What Makes a Problem GP-Hard? Validating a Hypothesis of Structural Causes
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    Chapter 61 Generative Representations for Evolving Families of Designs
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    Chapter 62 Evolutionary Computation Method for Promoter Site Prediction in DNA
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    Chapter 63 Convergence of Program Fitness Landscapes
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    Chapter 64 Multi-agent Learning of Heterogeneous Robots by Evolutionary Subsumption
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    Chapter 65 Population Implosion in Genetic Programming
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    Chapter 66 Methods for Evolving Robust Programs
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    Chapter 67 On the Avoidance of Fruitless Wraps in Grammatical Evolution
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    Chapter 68 Dense and Switched Modular Primitives for Bond Graph Model Design
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    Chapter 69 Dynamic Maximum Tree Depth
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    Chapter 70 Difficulty of Unimodal and Multimodal Landscapes in Genetic Programming
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    Chapter 71 Genetic and Evolutionary Computation — GECCO 2003
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    Chapter 72 Improving Evolvability of Genetic Parallel Programming Using Dynamic Sample Weighting
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    Chapter 73 Enhancing the Performance of GP Using an Ancestry-Based Mate Selection Scheme
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    Chapter 74 A General Approach to Automatic Programming Using Occam’s Razor, Compression, and Self-Inspection
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    Chapter 75 Building Decision Tree Software Quality Classification Models Using Genetic Programming
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    Chapter 76 Evolving Petri Nets with a Genetic Algorithm
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    Chapter 77 Diversity in Multipopulation Genetic Programming
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    Chapter 78 An Encoding Scheme for Generating λ-Expressions in Genetic Programming
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    Chapter 79 AVICE: Evolving Avatar’s Movernent
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    Chapter 80 Evolving Multiple Discretizations with Adaptive Intervals for a Pittsburgh Rule-Based Learning Classifier System
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    Chapter 81 Limits in Long Path Learning with XCS
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    Chapter 82 Bounding the Population Size in XCS to Ensure Reproductive Opportunities
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    Chapter 83 Tournament Selection: Stable Fitness Pressure in XCS
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    Chapter 84 Improving Performance in Size-Constrained Extended Classifier Systems
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    Chapter 85 Designing Efficient Exploration with MACS: Modules and Function Approximation
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    Chapter 86 Estimating Classifier Generalization and Action’s Effect: A Minimalist Approach
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    Chapter 87 Towards Building Block Propagation in XCS: A Negative Result and Its Implications
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    Chapter 88 Data Classification Using Genetic Parallel Programming
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    Chapter 89 Dynamic Strategies in a Real-Time Strategy Game
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    Chapter 90 Using Raw Accuracy to Estimate Classifier Fitness in XCS
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    Chapter 91 Towards Learning Classifier Systems for Continuous-Valued Online Environments
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    Chapter 92 Artificial Immune System for Classification of Gene Expression Data
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    Chapter 93 Automatic Design Synthesis and Optimization of Component-Based Systems by Evolutionary Algorithms
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    Chapter 94 Studying the Advantages of a Messy Evolutionary Algorithm for Natural Language Tagging
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    Chapter 95 Optimal Elevator Group Control by Evolution Strategies
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    Chapter 96 A Methodology for Combining Symbolic Regression and Design of Experiments to Improve Empirical Model Building
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    Chapter 97 The General Yard Allocation Problem
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    Chapter 98 Connection Network and Optimization of Interest Metric for One-to-One Marketing
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     Chapter 99 Parameter Optimization by a Genetic Algorithm for a Pitch Tracking System
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     Chapter 100 Secret Agents Leave Big Footprints: How to Plant a Cryptographic Trapdoor, and Why You Might Not Get Away with It
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     Chapter 101 GenTree: An Interactive Genetic Algorithms System for Designing 3D Polygonal Tree Models
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     Chapter 102 Genetic and Evolutionary Computation — GECCO 2003
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     Chapter 103 System-Level Synthesis of MEMS via Genetic Programming and Bond Graphs
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     Chapter 104 Congressional Districting Using a TSP-Based Genetic Algorithm
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     Chapter 105 Active Guidance for a Finless Rocket Using Neuroevolution
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     Chapter 106 Simultaneous Assembly Planning and Assembly System Design Using Multi-objective Genetic Algorithms
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     Chapter 107 Multi-FPGA Systems Synthesis by Means of Evolutionary Computation
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     Chapter 108 Genetic Algorithm Optimized Feature Transformation — A Comparison with Different Classifiers
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     Chapter 109 Web-Page Color Modification for Barrier-Free Color Vision with Genetic Algorithm
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     Chapter 110 Quantum-Inspired Evolutionary Algorithm-Based Face Verification
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     Chapter 111 Minimization of Sonic Boom on Supersonic Aircraft Using an Evolutionary Algorithm
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     Chapter 112 Optimizing the Order of Taxon Addition in Phylogenetic Tree Construction Using Genetic Algorithm
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     Chapter 113 Multicriteria Network Design Using Evolutionary Algorithm
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     Chapter 114 Control of a Flexible Manipulator Using a Sliding Mode Controller with Genetic Algorithm Tuned Manipulator Dimension
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     Chapter 115 Daily Stock Prediction Using Neuro-genetic Hybrids
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     Chapter 116 Finding the Optimal Gene Order in Displaying Microarray Data
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     Chapter 117 Learning Features for Object Recognition
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     Chapter 118 An Efficient Hybrid Genetic Algorithm for a Fixed Channel Assignment Problem with Limited Bandwidth
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     Chapter 119 Using Genetic Algorithms for Data Mining Optimization in an Educational Web-Based System
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     Chapter 120 Improved Image Halftoning Technique Using GAs with Concurrent Inter-block Evaluation
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     Chapter 121 Complex Function Sets Improve Symbolic Discriminant Analysis of Microarray Data
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     Chapter 122 GA-Based Inference of Euler Angles for Single Particle Analysis
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     Chapter 123 Mining Comprehensible Clustering Rules with an Evolutionary Algorithm
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     Chapter 124 Evolving Consensus Sequence for Multiple Sequence Alignment with a Genetic Algorithm
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     Chapter 125 A Linear Genetic Programming Approach to Intrusion Detection
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     Chapter 126 Genetic Algorithm for Supply Planning Optimization under Uncertain Demand
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     Chapter 127 Genetic Algorithms: A Fundamental Component of an Optimization Toolkit for Improved Engineering Designs
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     Chapter 128 Spatial Operators for Evolving Dynamic Bayesian Networks from Spatio-temporal Data
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     Chapter 129 An Evolutionary Approach for Molecular Docking
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     Chapter 130 Evolving Sensor Suites for Enemy Radar Detection
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     Chapter 131 Optimization of Spare Capacity in Survivable WDM Networks
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     Chapter 132 Partner Selection in Virtual Enterprises by Using Ant Colony Optimization in Combination with the Analytical Hierarchy Process
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     Chapter 133 Quadrilateral Mesh Smoothing Using a Steady State Genetic Algorithm
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     Chapter 134 Evolutionary Algorithms for Two Problems from the Calculus of Variations
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     Chapter 135 Genetic Algorithm Frequency Domain Optimization of an Anti-Resonant Electromechanical Controller
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     Chapter 136 Genetic Algorithm Optimization of a Filament Winding Process
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     Chapter 137 Circuit Bipartitioning Using Genetic Algorithm
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     Chapter 138 Multi-campaign Assignment Problem and Optimizing Lagrange Multipliers
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     Chapter 139 Grammatical Evolution for the Discovery of Petri Net Models of Complex Genetic Systems
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     Chapter 140 Evaluation of Parameter Sensitivity for Portable Embedded Systems through Evolutionary Techniques
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     Chapter 141 An Evolutionary Algorithm for the Joint Replenishment of Inventory with Interdependent Ordering Costs
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     Chapter 142 Benefits of Implicit Redundant Genetic Algorithms for Structural Damage Detection in Noisy Environments
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     Chapter 143 Multi-objective Traffic Signal Timing Optimization Using Non-dominated Sorting Genetic Algorithm II
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     Chapter 144 Exploration of a Two Sided Rendezvous Search Problem Using Genetic Algorithms
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     Chapter 145 Taming a Flood with a T-CUP — Designing Flood-Control Structures with a Genetic Algorithm
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     Chapter 146 Assignment Copy Detection Using Neuro-genetic Hybrids
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     Chapter 147 Structural and Functional Sequence Test of Dynamic and State-Based Software with Evolutionary Algorithms
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     Chapter 148 Evolutionary Testing of Flag Conditions
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     Chapter 149 Predicate Expression Cost Functions to Guide Evolutionary Search for Test Data
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     Chapter 150 Extracting Test Sequences from a Markov Software Usage Model by ACO
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     Chapter 151 Using Genetic Programming to Improve Software Effort Estimation Based on General Data Sets
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     Chapter 152 The State Problem for Evolutionary Testing
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     Chapter 153 Modeling the Search Landscape of Metaheuristic Software Clustering Algorithms
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     Chapter 154 Genetic and Evolutionary Computation — GECCO 2003
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     Chapter 155 Genetic and Evolutionary Computation — GECCO 2003