Juan J. Merelo

Publications

• It’s a Doges’ Life: Examining Term Limits in Venetian Doges Life Tenure
• Distributed and Asynchronous Population-Based Optimization Applied to the Optimal Design of Fuzzy Controllers
• It’s a Doge’s Life: Examining Term Limits in Venetian Doges’ Life Tenure
• A Brave New Algorithm to Maintain the Exploration/Exploitation Balance
• DatAC: A visual analytics platform to explore climate and air quality indicators associated with the COVID-19 pandemic in Spain.
• Genealogical patterns in evolutionary algorithms
• A modern, event-based architecture for distributed evolutionary algorithms
• Moving target defense through evolutionary algorithms
• Tropes in films: an initial analysis
• Proceedings of the 12th International Joint Conference on Computational Intelligence, IJCCI 2020, Budapest, Hungary, November 2-4, 2020
• Improved free form evolution for angry birds structures
• Steady state particle swarm
• Population sizing of cellular evolutionary algorithms
• Improving evolution of service configurations for moving target defense
• Automatic Rule Extraction from Access Rules Using Genetic Programming
• A Method for Estimating the Computational Complexity of Multimodal Functions
• Delivering diverse web server configuration in a moving target defense using evolutionary algorithms
• Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm
• Implementation matters, also in concurrent evolutionary algorithms
• An Event-Based Architecture for Cross-Breed Multi-population Bio-inspired Optimization Algorithms
• Towards Metaheuristics "In the Large"
• Beating uncertainty in racing bot evolution through enhanced exploration and pole position selection
• Free Form Evolution for Angry Birds Level Generation
• Distributed multi-objective evolutionary optimization using island-based selective operator application
• Using Evolutionary Algorithms for Server Hardening via the Moving Target Defense Technique
• Exploring Concurrent and Stateless Evolutionary Algorithms
• Concurrency in evolutionary algorithms
• Improving the algorithmic efficiency and performance of channel-based evolutionary algorithms
• Speeding Up Evaluation of Structures for the Angry Birds Game
• Scaling in Concurrent Evolutionary Algorithms
• Power laws in code repositories: A skeptical approach
• Bioinspired Algorithms in Complex Ephemeral Environments
• From ephemeral computing to deep bioinspired algorithms: New trends and applications
• Computational Intelligence - 9th International Joint Conference, IJCCI 2017 Funchal-Madeira, Portugal, November 1-3, 2017 Revised Selected Papers
• Proceedings of the 11th International Joint Conference on Computational Intelligence, IJCCI 2019, Vienna, Austria, September 17-19, 2019
• Automated playtesting in collectible card games using evolutionary algorithms: A case study in hearthstone
• Dynamic Models of Partially Connected Topologies for Population-Based Metaheuristics
• Evolving a TORCS Modular Fuzzy Driver Using Genetic Algorithms
• Cloudy distributed evolutionary computation
• Applying Genetic Algorithms for the Improvement of an Autonomous Fuzzy Driver for Simulated Car Racing
• Going Stateless in Concurrent Evolutionary Algorithms
• Introducing an Event-Based Architecture for Concurrent and Distributed Evolutionary Algorithms
• Increasing Performance via Gamification in a Volunteer-Based Evolutionary Computation System
• Exploring the Role of Chatbots and Messaging Applications in Higher Education: A Teacher’s Perspective
• Optimal Fuzzy Controller Design for Autonomous Robot Path Tracking Using Population-Based Metaheuristics
• An Event-Based Architecture for Cross-Breed Multi-population Bio-inspired Optimization Algorithms
• Automatic Rule Extraction from Access Rules Using Genetic Programming
• A Method for Estimating the Computational Complexity of Multimodal Functions
• Event-Driven Multi-algorithm Optimization: Mixing Swarm and Evolutionary Strategies
• Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies
• Performance improvements of evolutionary algorithms in perl 6
• The Evolutionary Race: Improving the Process of Evaluating Car Controllers in Racing Simulators
• Revisiting Population Structure and Particle Swarm Performance
• Particle swarm and population structure
• Mapping evolutionary algorithms to a reactive, stateless architecture: using a modern concurrent language
• Asynchronous Steady State Particle Swarm
• The Influence of Input Data Standardization Methods on the Prediction Accuracy of Genetic Programming Generated Classifiers
• Cloudy Distributed Evolutionary Algorithms
• An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm
• Analysing the influence of the fitness function on genetically programmed bots for a real-time strategy game
• Tutorials at PPSN 2018
• Proceedings of the 10th International Joint Conference on Computational Intelligence, IJCCI 2018, Seville, Spain, September 18-20, 2018
• Overview of PicTropes, a film trope dataset
• Studying real traffic and mobility scenarios for a Smart City using a new monitoring and tracking system
• Alife in the Clouds: A Short Review of Applications of Artificial Life to Cloud Computing and Back
• Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment
• Exploiting the social graph: Increasing engagement in a collaborative Interactive Evolution application
• Driving in TORCS Using Modular Fuzzy Controllers
• A Performance Assessment of Evolutionary Algorithms in Volunteer Computing Environments: The Importance of Entropy
• Gamification techniques in collaborative interactive evolutionary computation
• Randomized parameter settings for a pool-based particle swarm optimization algorithm: a comparison between dynamic adaptation of parameters and randomized parameterization
• Time series forecasting using evolutionary neural nets implemented in a volunteer computing system
• Self-organized criticality in code repositories
• Ranking Programming Languages for Evolutionary Algorithm Operations
• An open source implementation of an intuitionistic fuzzy inference system in Clojure
• Benchmarking a pool-based execution with GA and PSO workers on the BBOB noiseless testbed
• evospace-js: asynchronous pool-based execution of heterogeneous metaheuristics
• Addressing High Dimensional Multi-objective Optimization Problems by Coevolutionary Islands with Overlapping Search Spaces
• Benchmarking Languages for Evolutionary Algorithms
• Mining of Keystroke and Mouse Dynamics to Increase the Engagement of Students with Programming Assignments
• Enhancing Student Engagement via Reduction of Frustration with Programming Assignments using Machine Learning
• Impact of Protests in the Number of Smart Devices in Streets: A New Approach to Analyze Protesters Behavior
• Proceedings of the 9th International Joint Conference on Computational Intelligence, IJCCI 2017, Funchal, Madeira, Portugal, November 1-3, 2017
• Early Prediction of the Winner in StarCraft Matches
• Finding Self-organized Criticality in Collaborative Work via Repository Mining
• Artificial life, complex systems and cloud computing: a short review
• Temporal evolution of notoriety of Wikipedia pages with origin in social networks
• RedDwarfData: a simplified dataset of StarCraft matches
• Dynamic Topologies for Particle Swarms
• Application Areas of Ephemeral Computing: A Survey
• Computational Intelligence - International Joint Conference, IJCCI 2015 Lisbon, Portugal, November 12-14, 2015, Revised Selected Papers
• Evolutionary deckbuilding in hearthstone
• Comparing Heterogeneous and Homogeneous Flocking Strategies for the Ghost Team in the Game of Ms. Pac-Man
• A comparison of implementations of basic evolutionary algorithm operations in different languages
• EvoloPy: An Open-source Nature-inspired Optimization Framework in Python
• Comparing Wireless Traffic Tracking with Regular Traffic Control Systems for the Detection of Congestions in Streets
• An Improved Decision System for URL Accesses Based on a Rough Feature Selection Technique
• Computational Intelligence - International Joint Conference, IJCCI 2014 Rome, Italy, October 22-24, 2014 Revised Selected Papers
• A Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms - Towards Energy-Aware Bioinspired Algorithms
• Evolution of the number of GitHub users in Spain
• NodIO, a JavaScript framework for volunteer-based evolutionary algorithms : first results
• A Hybrid Fuzzy Genetic Algorithm for an Adaptive Traffic Signal System
• Corporate security solutions for BYOD: A novel user-centric and self-adaptive system
• Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - Volume 3: NCTA, Lisbon, Portugal, November 12-14, 2015
• There is no fast lunch: an examination of the running speed of evolutionary algorithms in several languages
• Modeling browser-based distributed evolutionary computation systems
• Designing robust volunteer-based evolutionary algorithms
• Measuring the local GitHub developer community
• There Can Be only One: Evolving RTS Bots via Joust Selection
• NodIO: A Framework and Architecture for Pool-based Evolutionary Computation
• Visualizing for Success: How Can we Make the User more Efficient in Interactive Evolutionary Algorithms?
• Ranking the Performance of Compiled and Interpreted Languages in Genetic Algorithms
• Web Browser-Based Forecasting of Economic Time-Series
• Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Volume 3: NCTA, Porto, Portugal, November 9-11, 2016
• Forced evolution in silico by artificial transposons and their genetic operators: The ant navigation problem
• Open classroom: enhancing student achievement on artificial intelligence through an international online competition
• Towards automatic StarCraft strategy generation using genetic programming
• Designing and Modeling a Browser-Based DistributedEvolutionary Computation System
• Soft Computing Techniques Applied to Corporate and Personal Security
• Studying the effect of population size in distributed evolutionary algorithms on heterogeneous clusters
• The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments
• Sólo Puede Quedar Uno: Evolución de Bots para RTS Basada en Supervivencia
• A Methodology to Develop Service Oriented Evolutionary Algorithms
• A Statistical Approach to Dealing with Noisy Fitness in Evolutionary Algorithms
• ECTA 2014 - Proceedings of the International Conference on Evolutionary Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22-24 October, 2014
• The Story of Their Lives: Massive Procedural Generation of Heroes' Journeys Using Evolved Agent-Based Models and Logical Reasoning
• Performance for the Masses: Experiments with A Web Based Architecture to Harness Volunteer Resources for Low Cost Distributed Evolutionary Computation
• Tutorials at PPSN 2016
• Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Volume 2: FCTA, Porto, Portugal, November 9-11, 2016
• Proceedings of the 8th International Joint Conference on Computational Intelligence, IJCCI 2016, Volume 1: ECTA, Porto, Portugal, November 9-11, 2016
• A novel representation of genomic sequences for taxonomic clustering and visualization by means of self-organizing maps
• The EvoSpace Model for Pool-Based Evolutionary Algorithms
• Modelling a Human-Like Bot in a First Person Shooter Game
• It's Time to Stop: A Comparison of Termination Conditions in the Evolution of Game Bots
• How the World Was MADE: Parametrization of Evolved Agent-Based Models for Backstory Generation
• There is Noisy Lunch: A Study of Noise in Evolutionary Optimization Problems
• Cybersecurity and Honeypots: Experience in a Scientific Network Infrastructure
• Ephemeral Computing and Bioinspired Optimization
• Comparing Optimization Methods, in Continuous Space, for Modelling with a Diffusion Process
• Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - Volume 1: ECTA, Lisbon, Portugal, November 12-14, 2015
• Creating autonomous agents for playing Super Mario Bros game by means of evolutionary finite state machines
• Computing Minimal Siphons in Petri Net Models of Resource Allocation Systems: An Evolutionary Approach
• Designing competitive bots for a real time strategy game using genetic programming
• Dynamic and Partially Connected Ring Topologies for Evolutionary Algorithms with Structured Populations
• Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015) - Volume 2: FCTA, Lisbon, Portugal, November 12-14, 2015
• Co-Evolutionary Optimization of Autonomous Agents in a Real-Time Strategy Game
• An Object-Oriented Library in JavaScript to Build Modular and Flexible Cross-Platform Evolutionary Algorithms
• A methodology for designing emergent literary backstories on non-player characters using genetic algorithms
• Assessing different architectures for evolutionary algorithms in javascript
• Low or no cost distributed evolutionary computation
• A network analysis of the 2010 FIFA world cup champion team play
• Preface
• Designing and testing a pool-based evolutionary algorithm
• Service oriented evolutionary algorithms
• Is there a free lunch for cloud-based evolutionary algorithms?
• Pareto-based multi-colony multi-objective ant colony optimization algorithms: an island model proposal
• A search for scalable evolutionary solutions to the game of MasterMind
• A study on time-varying partially connected topologies for the particle swarm
• Fireworks: Evolutionary art project based on EvoSpace-interactive
• KANTS: A Stigmergic Ant Algorithm for Cluster Analysis and Swarm Art
• Complex systems in sports: Introduction to the special issue
• NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript
• Enforcing corporate security policies via computational intelligence techniques
• Studying and Tackling Noisy Fitness in Evolutionary Design of Game Characters
• Particle Swarms with Dynamic Topologies and Conservation of Function Evaluations
• Particle Swarm Optimization with Dynamic Topology and Conservation of Evaluations
• Going a Step Beyond the Black and White Lists for URL Accesses in the Enterprise by Means of Categorical Classifiers
• Implementing Parallel Genetic Algorithm Using Concurrent-functional Languages
• Emerging archetypes in massive artificial societies for literary purposes using genetic algorithms
• Genetic Programming - 17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers
• Shuffle and Mate: A Dynamic Model for Spatially Structured Evolutionary Algorithms
• Randomized Parameter Settings for Heterogeneous Workers in a Pool-Based Evolutionary Algorithm
• MUSES: a corporate user-centric system which applies computational intelligence methods
• Photo rendering with swarms: From figurative to abstract pherogenic imaging
• EvoSpace-Interactive: A Framework to Develop Distributed Collaborative-Interactive Evolutionary Algorithms for Artistic Design
• Adapting the Bak-Sneppen Model to a Dynamic and Partially Connected Grid of Hierarchical Species
• EvoSpace: A Distributed Evolutionary Platform Based on the Tuple Space Model
• Comparing Evolutionary Algorithms to Solve the Game of MasterMind
• Influence of selective pressure on quality of solutions and speed of evolutionary mastermind
• Partially connected topologies for particle swarm
• Improving evolutionary solutions to the game of mastermind using an entropy-based scoring method
• Migration study on a pareto-based island model for MOACOs
• Developing services in a service oriented architecture for evolutionary algorithms
• Adapting evolutionary algorithms to the concurrent functional language Erlang
• EvoSpace-i: a framework for interactive evolutionary algorithms
• Performance and Scalability of Particle Swarms with Dynamic and Partially Connected Grid Topologies
• Testing the Differences of using RGB and HSV Histograms during Evolution in Evolutionary Art
• The Art of Programming Evolutionary Algorithms
• Designing and Evolving an Unreal TournamentTM 2004 Expert Bot
• Evolving the Strategies of Agents for the ANTS Game
• Finding an Evolutionary Solution to the Game of Mastermind with Good Scaling Behavior
• Evolutionary FSM-Based Agents for Playing Super Mario Game
• Oversized Populations and Cooperative Selection: Dealing with Massive Resources in Parallel Infrastructures
• An Analysis of a Selecto-Lamarckian Model of Multimemetic Algorithms with Dynamic Self-organized Topology
• Unreliable Heterogeneous Workers in a Pool-Based Evolutionary Algorithm
• New solver and optimal anticipation strategies design based on evolutionary computation for the game of MasterMind
• Tree Depth Influence in Genetic Programming for Generation of Competitive Agents for RTS Games
• Introduction to the special issue on evolutionary intelligence in games
• Cloud-based evolutionary algorithms: An algorithmic study
• Evolving Evil: Optimizing Flocking Strategies Through Genetic Algorithms for the Ghost Team in the Game of Ms. Pac-Man
• Using free cloud storage services for distributed evolutionary algorithms
• 1st International Workshop on Distributed Evolutionary Computation in Informal Environments
• The sandpile mutation Genetic Algorithm: an investigation on the working mechanisms of a diversity-oriented and self-organized mutation operator for non-stationary functions
• hCHAC: A family of MOACO algorithms for the resolution of the bi-criteria military unit pathfinding problem
• Using statistical tools to determine the significance and relative importance of the main parameters of an evolutionary algorithm
• Towards a multiobjective evolutionary approach to inventory and routing management in a retail chain
• The L-Co-R Co-evolutionary Algorithm - A Comparative Analysis in Medium-term Time-series Forecasting Problems
• Assessing speed-ups in commodity cloud storage services for distributed evolutionary algorithms
• Effect of Noisy Fitness in Real-Time Strategy Games Player Behaviour Optimisation Using Evolutionary Algorithms
• Pool vs. Island Based Evolutionary Algorithms: An Initial Exploration
• Using Student Conferences to Increase Participation in the Classroom: A Case Study
• Determining the significance and relative importance of parameters of a simulated quenching algorithm using statistical tools
• Scaling in distributed evolutionary algorithms with persistent population
• Validating design choices in a pool-based distributed evolutionary algorithms architecture
• Adaptive bots for real-time strategy games via map characterization
• Testing Diversity-Enhancing Migration Policies for Hybrid On-Line Evolution of Robot Controllers
• Dealing with Noisy Fitness in the Design of a RTS Game Bot
• Validating a Peer-to-Peer Evolutionary Algorithm
• Pool-Based Distributed Evolutionary Algorithms Using an Object Database
• SofEA: a pool-based framework for evolutionary algorithms using CouchDB
• Generating colored 2-dimensional representations of sleep EEG with the KANTS clustering algorithm
• Particle swarm with self-organized criticality
• A Time-Varying Inertia Weight Strategy for Particles Swarms Based on Self-Organized Criticality
• Using Self-organized Criticality for Adjusting the Parameters of a Particle Swarm
• Photorealistic Rendering with an Ant Algorithm
• Pherogenic Drawings - Generating Colored 2-dimensional Abstract Representations of Sleep EEG with the KANTS Algorithm
• Controlling the Parameters of the Particle Swarm Optimization with a Self-Organized Criticality Model
• Characterizing Fault-Tolerance in Evolutionary Algorithms
• Applications of Evolutionary Computation - EvoApplications 2012: EvoCOMNET, EvoCOMPLEX, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoNUM, EvoPAR, EvoRISK, EvoSTIM, and EvoSTOC, Málaga, Spain, April 11-13, 2012, Proceedings
• An experimental study of exhaustive solutions for the Mastermind puzzle
• Diversity Through Multiculturality: Assessing Migrant Choice Policies in an Island Model
• A comparative study on the performance of dissortative mating and immigrants-based strategies for evolutionary dynamic optimization
• From pherographia to color pherographia: Color sketching with artificial ants
• Optimizing player behavior in a real-time strategy game using evolutionary algorithms
• Distributed Evolutionary Computation using REST
• Implementation Matters: Programming Best Practices for Evolutionary Algorithms
• Optimizing worst-case scenario in evolutionary solutions to the MasterMind puzzle
• Analysing the Performance of Different Population Structures for an Agent-Based Evolutionary Algorithm
• Optimizing Strategy Parameters in a Game Bot
• Improving and Scaling Evolutionary Approaches to the MasterMind Problem
• Online vs. Offline ANOVA Use on Evolutionary Algorithms
• Applications of Evolutionary Computation - EvoApplications 2011: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Torino, Italy, April 27-29, 2011, Proceedings, Part I
• FIFA World Cup 2010: A Network Analysis of the Champion Team Play
• Cloud-based Evolutionary Parallel Computation Using Low Cost Storage Services
• SOAP vs REST: Comparing a master-slave GA implementation
• A Study on the Mutation Rates of a Genetic Algorithm Interacting with a Sandpile
• A Study of Parallel Approaches in MOACOs for Solving the Bicriteria TSP
• The Sandpile Mutation Operator for Genetic Algorithms
• 1st International Workshop on Complex Systems in Sports - Proceedings
• A Peer-to-Peer Approach to Genetic Programming
• Applying support vector machines and mutual information to book losses prediction
• Sleeping with ants, SVMs, multilayer perceptrons and SOMs
• Using Dissortative Mating Genetic Algorithms to Track the Extrema of Dynamic Deceptive Functions
• A SOM and GP Tool for Reducing the Dimensionality of a Financial Distress Prediction Problem
• Automatic detection of trends in time-stamped sequences: an evolutionary approach
• Bloat Control Operators and Diversity in Genetic Programming: A Comparative Study
• Statistical analysis of the parameters of the simulated annealing algorithm
• EvAg: a scalable peer-to-peer evolutionary algorithm
• Controlling bots in a First Person Shooter game using genetic algorithms
• An evolutionary approach to integrated inventory and routing management in a real world case
• Algorithm: : Evolutionary, a flexible Perl module for evolutionary computation
• Fluid evolutionary algorithms
• Assessing efficiency of different evolutionary strategies playing MasterMind
• Evolving Bot AI in Unreal\(^\mboxTM\)
• Architecture Performance Prediction Using Evolutionary Artificial Neural Networks
• A self-organized criticality mutation operator for dynamic optimization problems
• Finding Better Solutions to the Mastermind Puzzle Using Evolutionary Algorithms
• Characterizing Fault-Tolerance of Genetic Algorithms in Desktop Grid Systems
• Beating exhaustive search at its own game: revisiting evolutionary mastermind
• Evolving the cooperative behaviour in Unreal™ bots
• Genetic evolution of fuzzy finite state machines to control bots in a first-person shooter game
• Enhancing the Adaptive Dissortative Mating Genetic Algorithm in Fast Non-stationary Fitness Functions
• Investigating Replacement Strategies for the Adaptive Dissortative Mating Genetic Algorithm
• A Distributed Service Oriented Framework for Metaheuristics Using a Public Standard
• Entropy-Driven Evolutionary Approaches to the Mastermind Problem
• Studying the Influence of the Objective Balancing Parameter in the Performance of a Multi-Objective Ant Colony Optimization Algorithm
• Evolution of XPath Lists for Document Data Selection
• Evolvable Agents: A Framework for Peer-to-Peer Evolutionary Algorithms
• Applications of Evolutionary Computation, EvoApplicatons 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I
• Statistical Analysis of Parameter Setting in Real-Coded Evolutionary Algorithms
• CHAC, A MOACO algorithm for computation of bi-criteria military unit path in the battlefield: Presentation and first results
• Multikulti algorithm: Using genotypic differences in adaptive distributed evolutionary algorithm migration policies
• Modeling Pheromone Dispensers Using Genetic Programming
• An Ant-Based Rule for UMDA's Update Strategy
• Genotypic differences and migration policies in an island model
• Multiobjective genetic programming approach for a smooth modeling of the release kinetics of a pheromone dispenser
• Improving genetic algorithms performance via deterministic population shrinkage
• Studying the Cache Size in a Gossip-Based Evolutionary Algorithm
• Designing Radial Basis Function Neural Networks with Meta-Evolutionary Algorithms: The Effect of Chromosome Codification
• Parallelizing the Design of Radial Basis Function Neural Networks by Means of Evolutionary Meta-algorithms
• Pervasive Evolutionary Algorithms on Mobile Devices
• Increasing GP Computing Power for Free via Desktop GRID Computing and Virtualization
• EVITA: An Integral Evolutionary Methodology for the Inventory and Transportation Problem
• Still doing evolutionary algorithms with Perl
• Comparing Single and Multiobjective Evolutionary Approaches to the Inventory and Transportation Problem
• Forced Evolution in Silico by Artificial Transposons and their Genetic Operators: The John Muir Ant Problem
• Asynchronous distributed genetic algorithms with Javascript and JSON
• A Symbiotic CHC Co-evolutionary Algorithm for Automatic RBF Neural Networks Design
• A Multiobjective Evolutionary Algorithm for the Linear Shelf Space Allocation Problem
• Adapting Heuristic Mastermind Strategies to Evolutionary Algorithms
• Predicting Financial Distress: A Case Study Using Self-organizing Maps
• P2P Evolutionary Algorithms: A Suitable Approach for Tackling Large Instances in Hard Optimization Problems
• Evolving machine microprograms
• Automatic generation of XSLT stylesheets using evolutionary algorithms
• Discovering causes of financial distress by combining evolutionary algorithms and artificial neural networks
• Prune and Plant: A New Bloat Control Method for Genetic Programming
• Tracking Extrema in Dynamic Fitness Functions with Dissortative Mating Genetic Algorithms
• Evolutionary system for prediction and optimization of hardware architecture performance
• Study of the Robustness of a Meta-Algorithm for the Estimation of Parameters in Artificial Neural Networks Design
• Improved evolutionary generation of XSLT stylesheets
• Comparing evolutionary hybrid systems for design and optimization of multilayer perceptron structure along training parameters
• Who is the best connected EC researcher?
• KANTS: Artifical Ant System for Classification
• Parallel Multiobjective Optimization of Ensembles of Multilayer Perceptrons for pattern classification
• Visualizing the evolution of a web-based social network
• Resilience to churn of a peer-to-peer evolutionary algorithm
• On the Run-Time Dynamics of a Peer-to-Peer Evolutionary Algorithm
• Testing the Intermediate Disturbance Hypothesis: Effect of Asynchronous Population Incorporation on Multi-Deme Evolutionary Algorithms
• Evolvable Agents in Static and Dynamic Optimization Problems
• Evolvable agents, a fine grained approach for distributed evolutionary computing: walking towards the peer-to-peer computing frontiers
• Configuring an evolutionary tool for the inventory and transportation problem
• Comparing multiobjective evolutionary ensembles for minimizing type I and II errors for bankruptcy prediction
• Exploring selection mechanisms for an agent-based distributed evolutionary algorithm
• KohonAnts - A Self-Organizing Ant Algorithm for Clustering and Pattern Classification
• Exploring population structures for locally concurrent and massively parallel Evolutionary Algorithms
• A genetic algorithm for dynamic modelling and prediction of activity in document streams
• Influence of parameters on the performance of a MOACO algorithm for solving the bi-criteria military path-finding problem
• Complex networks and evolutionary computation
• Analyzing a Web-Based Social Network Using Kohonen's SOM
• Improving Evolution of XSLT Stylesheets Using Heuristic Operators
• NectaRSS, an intelligent RSS feed reader
• Evolving Machine Microprograms: Application to the CODE2 Microarchitecture
• CHAC. A MOACO Algorithm for Computation of Bi-Criteria Military Unit Path in the Battlefield
• Evolving XSLT Stylesheets for Document Transformation
• KohonAnts: A Self-Organizing Ant Algorithm for Clustering and Pattern Classification
• MultiKulti Algorithm: Migrating the Most Different Genotypes in an Island Model
• Where is evolutionary computation going? A temporal analysis of the EC community
• Comparing ACO Algorithms for Solving the Bi-criteria Military Path-Finding Problem
• Empirical Validation of a Gossiping Communication Mechanism for Parallel EAs
• Enhancing a MOACO for Solving the Bi-criteria Pathfinding Problem for a Military Unit in a Realistic Battlefield
• Distributed evolutionary computation for fun and profit
• Balancing safety and speed in the military path finding problem: analysis of different ACO algorithms
• Clustering and Visualizing HIV Quasispecies Using Kohonen's Self-Organizing Maps
• hCHAC-4, an ACO Algorithm for Solving the Four-Criteria Military Path-finding Problem
• Who is the best connected EC researcher? Centrality analysis of the complex network of authors in evolutionary computation
• Evolving XSLT stylesheets
• Self-adaptive Gossip Policies for Distributed Population-based Algorithms
• Beyond source code: The importance of other artifacts in software development (a case study)
• Automatic Detection of Trends in Dynamical Text: An Evolutionary Approach
• Browser-based distributed evolutionary computation: performance and scaling behavior
• Self-Organized Stigmergic Document Maps: Environment as a Mechanism for Context Learning
• Parallel Problem Solving from Nature - PPSN VIII, 8th International Conference, Birmingham, UK, September 18-22, 2004, Proceedings
• Evolving two-dimensional fuzzy systems
• Cooperative Co-evolution of Multilayer Perceptrons
• Finding a needle in a haystack using hints and evolutionary computation: the case of evolutionary MasterMind
• NectaRSS, an RSS feed ranking system that implicitly learns user preferences
• Modeling Malaria with Multi-Agent Systems
• Genetic Algorithm for Burst Detection and Activity Tracking in Event Streams
• Multiobjective Optimization of Ensembles of Multilayer Perceptrons for Pattern Classification
• Parallel Problem Solving from Nature - PPSN IX, 9th International Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings
• Lamarckian Evolution and the Baldwin Effect in Evolutionary Neural Networks
• Evolutionary Design of a Brain-Computer Interface
• Designing a Control System for an Autonomous Robot Using an Evolutionary Algorithm
• Comparing Hybrid Systems to Design and Optimize Artificial Neural Networks
• Co-evolving Multilayer Perceptrons Along Training Sets
• Conference Paper Assignment Using a Combined Greedy/Evolutionary Algorithm
• Evolving RBF neural networks for time-series forecasting with EvRBF
• Genetic Algorithm Visualization Using Self-organizing Maps
• Evolved RBF Networks for Time-Series Forecasting and Function Approximation
• A Framework for Distributed Evolutionary Algorithms
• Optimisation of Multilayer Perceptrons Using a Distributed Evolutionary Algorithm with SOAP
• Parallel Problem Solving from Nature - PPSN VII, 7th International Conference, Granada, Spain, September 7-11, 2002, Proceedings
• Diseño de Redes Neuronales Artificiales mediante Algoritmos Evolutivos
• Optimization of web newspaper layout in real time
• Cooperative Coevolution for Learning Fuzzy Rule-Based Systems
• Evolving Objects: A General Purpose Evolutionary Computation Library
• Evolving RBF Neural Networks
• Visualization of Neural Net Evolution
• Specifying Evolutionary Algorithms in XML
• Application of HLVQ and G-Prop Neural Networks to the Problem of Bankruptcy Prediction
• Resource Review: A Web-Based Tour of Genetic Programming
• G-Prop-III: Global Optimization of Multilayer Perceptrons using an Evolutionary Algorithm
• Improved Automatic Classification of Biological Particles from Electron-Microscopy Images Using Genetic Neural Nets
• Application of the Fuzzy Kohonen Clustering Network to Biological Macromolecules Images Classification
• Statistical analysis of the parameters of a neuro-genetic algorithm
• Statistical analysis of the main parameters involved in the design of a genetic algorithm
• JEO: Java Evolving Objects
• Mapping weblog communities
• Opposites Attract: Complementary Phenotype Selection for Crossover in Genetic Programming
• Web newspaper layout optimization using simulated annealing
• Optimizing Web Newspaper Layout Using Simulated Annealing
• G-Prop: Global optimization of multilayer perceptrons using GAs
• Using SOM for Neural Network Visualization
• Evolving Multilayer Perceptrons
• Self-Organizing Networks for Mapping and Clustering Biological Macromolecules Images
• Evolutionary Computation Visualization: Application to G-PROP
• Designing a Simulation Model of a Self-Maintaining Cellular System
• Parallel Problem Solving from Nature - PPSN VI, 6th International Conference, Paris, France, September 18-20, 2000, Proceedings
• SOMCD: method for evaluating protein secondary structure from UV circular dichroism spectra.
• Mapping and fuzzy classification of macromolecular images using self-organizing neural networks.
• Evaluation of secondary structure of proteins from UV circular dichroism spectra using an unsupervised learning neural network.
• SA-Prop: Optimization of Multilayer Perceptron Parameters Using Simulated Annealing
• Automatic Classification of Biological Particles from Electron-microscopy Images Using Conventional and Genetic-algorithm Optimized Learning Vector Quantization
• A GA-optimized Neural Network for Classification of Biological Particles from Electron-Microscopy Images
• g-lvq, a combination of genetic algorithms and lvq
• Optimizing Web Page Layout Using an Annealed Genetic Algorithm as Client-Side Script
• Solving \emphMaster Mind Using GAs and Simulated Annealing: A Case of Dynamic Constraint Optimization
• Test Pattern Generation for Analog Circuits Using Neural Networks and Evolutive Algorithms
• Advances in Artificial Life, Third European Conference on Artificial Life, Granada, Spain, June 4-6, 1995, Proceedings
• Proteinotopic feature maps
• A comparison of neural networks, linear controllers, genetic algorithms and simulated annealing for real time control
• Optimization of a Competitive Learning Neural Network by Genetic Algorithms
• Application of Vector Quantization Algorithms to Protein Classification and Secondary Structure Computation
• Parallel quadrant interlocking factorization on hypercube computers
• Chatbots and messaging platforms in the classroom: An analysis from the teacher’s perspective
• Finding Turning Points in the History of the Republic of Venice through Statistical Analysis of the Time Series of Noble Marriages
• Using Fuzzy Inference Systems for the Creation of Forex Market Predictive Models
• Intra-family links in the analysis of marital networks
• Evaluation Metrics for Automated Typographic Poster Generation
• Energy Consumption of Evolutionary Algorithms in JavaScript
• Self-loops in Social Networks: Behavior of Eigenvector Centrality
• Detecting Pivotal Moments Using Changepoint Analysis of Noble Marriages during the Time of the Republic of Venice
• Extending Genetic Algorithms with Biological Life-Cycle Dynamics
• How Evolutionary Algorithms Consume Energy Depending on the Language and Its Level