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  1. Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation (GECCO Companion '15)
  2. Hyper-Heuristics
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Genetic Programming: A Tutorial Introduction
Constraint-Handling Techniques used with Evolutionary Algorithms
Medical Applications of Evolutionary Computation
Rapid Evolution of Robot Gaits
GI4GI: Improving Genetic Improvement Fitness Functions
Coevolutionary Agent-based Network Defense Lightweight Event System (CANDLES)
MeGASS: Multi-Objective Genetic Active Site Search
Spatial and Temporal Visualisation of Evolutionary Algorithm Decisions in Water Distribution Network Optimisation
A Novel Representation of Classifier Conditions Named Sensory Tag for the XCS in Multistep Problems
A Comparison of Genetic Programming Variants for Hyper-Heuristics
An Extensible JCLEC-based Solution for the Implementation of Multi-Objective Evolutionary Algorithms
Benchmarking IPOP-CMA-ES-TPA and IPOP-CMA-ES-MSR on the BBOB Noiseless Testbed
Differential Evolution with a Repair Method to Solve Dynamic Constrained Optimization Problems
The Cost of Communication: Environmental Pressure and Survivability in mEDEA
Metaheuristic Design Pattern: Preference
Introducing Semantic-Clustering Selection in Grammatical Evolution
Feature Set Optimization for Physical Activity Recognition Using Genetic Algorithms
Landscape Properties of the 0-1 Knapsack Problem
Evolutionary Computation: A Unified Approach
Blind No More: Constant TimeNon-Random Improving Moves and Exponentially Powerful Recombination
Automatic (Offline) Configuration of Algorithms
Probabilistic Model Enhanced Genetic Algorithm for Multi-Mode Resource Constrained Project Scheduling Problem
Evolutionary Approximation of Software for Embedded Systems: Median Function
Using Genetic Algorithms for Deadline-Constrained Monitor Selection in Dynamic Computer Networks
Combination of Differential Evolution and Fragment-based Replacements for Protein Structure Prediction
ELICIT: Evolutionary Computation Visualization
The Relationship Between (Un)Fractured Problems and Division of Input Space
Hyper-Heuristics: A Study On Increasing Primitive-Space
Redesigning the jMetal Multi-Objective Optimization Framework
Benchmarking Gaussian Processes and Random Forests Surrogate Models on the BBOB Noiseless Testbed
Exploiting the Relationship Between Structural Modularity and Sparsity for Faster Network Evolution
Embodied Evolution for Collective Indoor Surveillance and Location
Metaheuristic Design Pattern: Surrogate Fitness Functions
Wave: Incremental Erosion of Residual Error
Classification of Two-channel Signals by Means of Genetic Programming
Grammatical Evolution for Identifying Wikipedia Taxonomies
Tutorial on Evolutionary Multiobjective Optimization
Expressive Genetic Programming
Intelligent Systems for Smart Cities
Examining The Stroop Effect using A Develomental Spatial Neuroevolution System
Genetic Improvement using Higher Order Mutation
A Hybrid Matheuristic Approach for Designing Reliable Wireless Multimedia Sensor Networks
NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks
Using Particle Swarm Large-scale Optimization to Improve Sampling-based Image Matting
A Lexicographic Multi-Objective Genetic Algorithm for Multi-Label Correlation Based Feature Selection
Synthesis of Parallel Iterative Sorts with Multi-Core Grammatical Evolution
Simplifying Problem Definitions in the HeuristicLab Optimization Environment
Dimension Selection in Axis-Parallel Brent-STEP Method for Black-Box Optimization of Separable Continuous Functions
Selection of Auxiliary Objectives with Multi-Objective Reinforcement Learning
Collective Sharing of Knowledge in a DREAM
The 'Blackboard Pattern' for Metaheuristics
Greedy Semantic Local Search for Small Solutions
Data-Based Identification of Prediction Models for Glucose
Criteria and Convergence Rates in Noisy Optimization
Particle Swarm Optimization
Parameterized Complexity Analysis of Evolutionary Algorithms
Low or no cost distributed evolutionary computation
Various Degrees of Steadiness in NSGA-II and Their Influence on the Quality of Results
Grow and Graft a Better CUDA pknotsRG for RNA Pseudoknot Free Energy Calculation
A Preliminary Investigation on the Identification of Peer to Peer Network Applications
Mapping Multiple Minima in Protein Energy Landscapes with Evolutionary Algorithms
Visualising Multi-objective Populations with Treemaps
Metaheuristics based on Clustering in a Holonic Multiagent Model for the Flexible Job Shop Problem
Generating Human-readable Algorithms for the Travelling Salesman Problem using Hyper-Heuristics
AntElements: An Extensible and Scalable Ant Colony Optimization Middleware
The Impact of Initial Designs on the Performance of MATSuMoTo on the Noiseless BBOB-2015 Testbed: A Preliminary Study
A Computational Comparison of Memetic Differential Evolution Approaches
Evolving Diverse Collective Behaviors Independent of Swarm Density
Two-B or not Two-B?: Design Patterns for Hybrid Metaheuristics
Comparison of Semantic-aware Selection Methods in Genetic Programming
A Symbolic Regression Based Scoring System Improving Peptide Identifications for MS Amanda
A Combinatorial Genetic Algorithm for Computational Doping based Material Design
Model-Based Evolutionary Algorithms
Theory of Swarm Intelligence
Synergies between Evolutionary Algorithms and Reinforcement Learning
Evolutionary Approach For Minimizing Consumed Energy In a Personal Rapid Transit Transportation System with a Multi-Depot Network Topology: Minimizing Consumed Energy In a PRT System with a Multi-Depot Network Topology
locoGP: Improving Performance by Genetic Programming Java Source Code
Evolutionary Dynamic Optimization Techniques for Marine Contamination Problem
An Experimental Analysis of the Performance of SideChain Packing Algorithms
Discovering Regression Rules with Ant Colony Optimization
Learning Genetic Representations for Classes of Real-Valued Optimization Problems
Designing and Modeling a Browser-Based DistributedEvolutionary Computation System
Inferring Temporal Properties of Finite-State Machine Models with Genetic Programming
Elements of Embodied Evolutionary Robotics
Investigation of Gaussian Processes and Random Forests as Surrogate Models for Evolutionary Black-Box Optimization
Runtime Analysis of Evolutionary Algorithms: Basic Introduction
Evolutionary Image Analysis, Signal Processing and Pattern Recognition
Comparing Variable Width Backtracking and Metaheuristics, Experiments with the Maximum Diversity Problem
Energy Optimisation via Genetic Improvement: A SBSE technique for a new era in Software Development
Botnet Detection System Analysis on the Effect of Botnet Evolution and Feature Representation
Using Machine Learning to Explore the Relevance of Local and Global Features During Conformational Search in Rosetta
An Evolutionary Missing Data Imputation Method for Pattern Classification
Deconstructing GAs into Visual Software Components
Towards a Knowledge Base for Performance Data: A Formal Model for Performance Comparison
Simulating Morphological Evolution in Large Robot Populations
Energy Efficient Allocation and Scheduling for DVFS-enabled Multicore Environments using a Multiobjective Evolutionary Algorithm
Evolving Neural Networks
Generative and Developmental Systems Tutorial
Design and Development of a Genetic Algorithm for the Distance Constrained Vehicle Routing Problem with Environmental Issues: Genetic Algorithm for the Green Distance Constrained Vehicle Routing Problem
Genetic Improvement of Energy Usage is only as Reliable as the Measurements are Accurate
Socially Guided XCS: Using Teaching Signals to Boost Learning
Soft Computing Techniques Applied to Corporate and Personal Security
Hyb-CCEA: Cooperative Coevolution of Hybrid Teams
Herding Evolutionary Algorithm
Introduction to Complex Networks
Evolutionary Algorithms for Protein Structure Modeling
Malware Obfuscation through Evolutionary Packers
Genetic Improvement for Software Product Lines: An Overview and a Roadmap
Continuous Endpoint Data Mining with ExSTraCS: A Supervised Learning Classifier System
Evolutionary Design via Indirect Encoding of Non-Uniform Rational Basis Splines
Evolution of Collective Behaviors by Minimizing Surprisal and by Micro-Macro Links
Improving Test Coverage of Formal Verification Systems via Beam Search
Cartesian Genetic Programming
Solving Complex Problems with Coevolutionary Algorithms
Adaptive Evolution Control with P-I Similarity Index for Surrogate-assisted Evolutionary Computation
Embedded Dynamic Improvement
Back to the Future: Learning Classifier Systems as Cognitive Systems
Control of Crossed Genes Ratio for Directed Mating in Evolutionary Constrained Multi-Objective Optimization
A Novelty Search-based Test Data Generator for Object-oriented Programs
Hyper-Heuristics
Theory of Evolution Strategies and Related Algorithms
Evolved Virtual Creatures with Soft-Body Muscles: On a Bio-Mimetic Path to Meaningful Morphological Complexity
Removing the Kitchen Sink from Software
A Potential of Evolutionary Rule-based Machine Learning for Real World Applications
A Hybrid MOGA-CSP for Multi-UAV Mission Planning
A Comparison Exercise on Parallel Evaluation of Rosenbrock Function
Tutorial on Evolutionary Robotics
Introduction to Gene Regulatory Networks
Hybridizing Genetic Algorithm with Cross Entropy for Solving Continuous Functions
Embedding Adaptivity in Software Systems using the ECSELR framework
Evaluation-Time Bias in Asynchronous Evolutionary Algorithms
An Improved Co-evolutionary Decomposition-based Algorithm for Bi-level Combinatorial Optimization
Introducing Rule-based Machine Learning: A Practical Guide
Semantic Genetic Programming
Developing Multi-Time Frame Trading Rules with a Trend Following Strategy, using GA
Rethinking Genetic Improvement Programming
On the Selection of Decomposition Methods for Large Scale Fully Non-separable Problems
Is Global Sensitivity Analysis Useful to Evolutionary Computation?
Multimodal Optimization
Evolutionary Computation for Dynamic Optimization Problems
Generating Easy and Hard Problems using the Proximate Optimality Principle
Repairing COTS Router Firmware without Access to Source Code or Test Suites: A Case Study in Evolutionary Software Repair
Symbolic Regression by Grammar-based Multi-Gene Genetic Programming
Dynamically Adding Sensors to the XCS in Multistep Problems: A Sensor Tagging Approach
Continuous Optimization and CMA-ES
Computational Matter: Evolving Computational Solutions in Materials
Fitness as Task-relevant Information Accumulation
Growing and Evolving Vibrationally Actuated Soft Robots
On the Automatic Generation of Efficient Parallel Iterative Sorting Algorithms
Representations for Evolutionary Algorithms
Empirical Scaling Analyser: An Automated System for Empirical Analysis of Performance Scaling
A Method Based on Interactive Evolutionary Computation for Increasing the Effectiveness of Advertisement Texts
Genetic C Programming with Probabilistic Evaluation
Parameter-less Evolutionary Portfolio: First Experiments
Hard Test Generation for Maximum Flow Algorithms with the Fast Crossover-Based Evolutionary Algorithm
An Empirical Comparison of Genetically Evolved Programs and Evolved Neural Networks for Multi-agent Systems Operating under Dynamic Environments
A Parallel MOEA/D Generating Solutions in Minimum Overlapped Update Ranges of Solutions
An Evolutionary Algorithm for Weighted Graph Coloring Problem
In Search of Optimal Linkage Trees
A Comparative Study of Synchronization of Parallel ACO on Multi-core Processor
Variance Reduction in Population-Based Optimization: Application to Unit Commitment
Evolving Self-Adaptive Tabu Search Algorithm for Storage Location Assignment Problems
Solving Euclidean Steiner Tree Problems with Multi Swarm Optimization
An Improved Artificial Fish Swarm Algorithm in Image Segmentation application
Learning from Demonstration for Distributed, Encapsulated Evolution of Autonomous Outdoor Robots
Optimizing Performance of L1 Cache Memory for Embedded Systems driven by Differential Evolution
A Multi-objective Evolutionary Algorithm for Rule-based Performance Optimization at Software Architecture Level
Performance Comparison of Ant Colony Algorithms for the Scheduling of Steel Production Lines
Infeasibility Driven Evolutionary Algorithm with the Anticipation Mechanism for the Reaching Goal in Dynamic Constrained Inverse Kinematics
Insertion of Artificial Individuals to Increase the Diversity of Multiobjective Evolutionary Algorithms
Learning Based Control of a Fuel Cell Turbine Hybrid Power System
Runtime Analysis of Evolutionary Diversity Optimization and the Vertex Cover Problem
Evolving Smart Initial Layouts for Force-Directed Graph Drawing
Identification of Switched Models in Non-Stationary Time Series based on Coordinate-Descent and Genetic Algorithm
Selection Hyper-Heuristic Using a Portfolio of Derivative Heuristics
A Memetic Algorithm for Protein Structure Prediction based on Conformational Preferences of Aminoacid Residues
New Adaptive Selection Strategies for Distributed Adaptive Metaheuristic Selection
A Multimodal Optimization and Surprise Based Consensus Community Detection Algorithm
Trading Off Resource Utilization and Task Migrations in Dynamic Load-balancing
A Comparative Study Use of OTL for Many-objective Optimization
An Adeaptive Method of Hungarian Mating Schemes in Genetic Algorithms
A Search Based Approach Towards Robust Optimization in Software Product Line Scoping
Enhancing Incremental Ant Colony Algorithm for Continuous Global Optimization
Renumber Coevolutionary Multiswarm Particle Swarm Optimization for Multi-objective Workflow Scheduling on Cloud Computing Environment
When Hillclimbers Beat Genetic Algorithms in Multimodal Optimization
Multi-objective Optimization of Sensor Placement to Detect Contamination in Water Distribution Networks
Heuristic Search by Particle Swarm Optimization of Boolean Functions for Cryptographic Applications
Averaged Hausdorff Approximations of Pareto Fronts based on Multiobjective Estimation of Distribution Algorithms
Asynchronous Parallel Evolutionary Algorithms: Leveraging Heterogeneous Fitness Evaluation Times for Scalability and Elitist Parsimony Pressure
Estimating and Predicting Average Likability on Computer-Generated Artwork Variants
Handling Crossover Bias to Improve Diversity in Multiobjective Evolutionary Optimization
Wave: A Genetic Programming Approach to Divide and Conquer
MOGCLA: A Multi-Objective Genetic Clustering Algorithm for Large Data Analysis.
A Reliable and Computationally Cheap Approach for Finding Robust Optimal Solutions
Avoiding Overfitting in Symbolic Regression Using the First Order Derivative of GP Trees
Fast Pareto Front Approximation for Cloud Instance Pool Optimization
Using Novelty-Biased GA to Sample Diversity in Graphs Satisfying Constraints
Social Specialization of Space: Clustering Households on the French Riviera
On the Model Selection of Bernoulli Restricted Boltzmann Machines Through Harmony Search
A Single Population Genetic Programming based Ensemble Learning Approach to Job Shop Scheduling
Imbalanced Classification Using Genetically Optimized Random Forests
Selection of Auxiliary Objectives in the Travelling Salesman Problem using Reinforcement Learning
Cartesian Genetic Programming Approach for Generating Substitution Boxes of Different Sizes
Denoising Autoencoders for Fast Combinatorial Black Box Optimization
On the Uselessness of Finite Benchmarks to Assess Evolutionaryand Swarm Methods
Explanation of Stagnation at Points that are not Local Optima in Particle Swarm Optimization by Potential Analysis
Exploiting Evolutionary Computation in an Industrial Flow for the Development of Code-Optimized Microprocessor Test Programs
A Collaborative Strategy to Reduce Initial Setup Requirements of ParamILS using EvoCa
Using Anti-pheromone to Identify Core Objects for Multidimensional Knapsack Problems: A Two-step Ants based Approach
Evolving Neurocontrollers for the Control of Information Diffusion in Social Networks
Evolutionary Cross-Domain Hyper-Heuristics
Grid Diversity Operator for Some Population-Based Optimization Algorithms
Multi-objective NM-Landscapes
An Algebraic Differential Evolution for the Linear Ordering Problem
Potential-Field-Based Unit Behavior Optimization for Balancing in StarCraft II
Momentum Enhanced Neuroevolution
A Novel Heuristic Generator for JSSP Using a Tree-Based Representation of Dispatching Rules
Pyramidal Neural Networks with Variable Receptive Fields Designed by Genetic Algorithms
A Hybrid Particle Swarm Optimization for Solving Vehicle Routing Problem with Time Windows
Evolutionary Search for An Accurate Contour Segmentation in Histopathological Images
A Note on Multi-Funnel Functions for Expensive Optimization Scenario
An Effective Approach for Adapting the Size of Subcomponents in Large-Scale Optimization with Cooperative Coevolution
A Grid-facilitated AIS-based Network Scheme for Many-objective Optimization
Recurrent Cartesian Genetic Programming Applied to Series Forecasting
Automatic Tuning of Standard PSO Versions
Multi-Modal Employee Routing with Time Windows in an Urban Environment
Evolutionary Approximation of Complex Digital Circuits
Classifying Maritime Vessels from Satellite Imagery with HyperNEAT
Impact of Speciation Heuristic on Crossover and Search in NEAT
Dimensionality Reduction in Many-objective Problems Combining PCA and Spectral Clustering
Crowdseeding Robot Design
A Dimension-Decreasing Particle Swarm Optimization Method for Portfolio Optimization
Efficient Sampling with Small Populations: a Genetic Algorithm Satisfying Detailed Balance
Software System for Container Vessel Stowage Planning using Genetic Algorithm
The Programming Game: Evaluating MCTS as an Alternative to GP for Symbolic Regression
Enable the XCS to Dynamically Learn Multiple Problems: A Sensor Tagging Approach
Complete Multi-Objective Coverage with PaCcET
Model Selection and Overfitting in Genetic Programming: Empirical Study

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Content Provider ACM Digital Library
Author Woodward, John R. Tauritz, Daniel R.
Starting Page 199
Ending Page 230
Page Count 32
File Format PDF
ISBN 9781450334884
DOI 10.1145/2739482.2756579
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2015-07-11
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Automated design of algorithms Genetic programming Hyper-heuristics
Content Type Text
Resource Type Article
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