Parallel Problem Solving from Nature - PPSN VIII

Model to EDAs
- Comparison of Steady-State and Generational Evolution Strategies for Parallel Architectures
- Control of Bloat in Genetic Programming by Means of the Island Model
- Saving Resources with Plagues in Genetic Algorithms
- Evaluating the CMA Evolution Strategy on Multimodal Test Functions
- Exploring the Evolutionary Details of a Feasible-Infeasible Two-Population GA
- An Evolutionary Algorithm for the Maximum Weight Trace Formulation of the Multiple Sequence Alignment Problem
- A Novel Programmable Molecular Computing Method Based on Signaling Pathways Regulated by Rho-GTPases in Living MDCK Epithelial Mammalian Cells
- Empirical Investigations on Parallelized Linkage Identification
- The EAX Algorithm Considering Diversity Loss
- Topology-Oriented Design of Analog Circuits Based on Evolutionary Graph Generation
- A Mixed Bayesian Optimization Algorithm with Variance Adaptation
- A Swarm Intelligence Based VLSI Multiplication-and-Add Scheme
- Distribution Tree-Building Real-Valued Evolutionary Algorithm
- Optimization via Parameter Mapping with Genetic Programming
- Multi-cellular Development: Is There Scalability and Robustness to Gain?
- Constrained Evolutionary Optimization by Approximate Ranking and Surrogate Models
- Robust Parallel Genetic Algorithms with Re-initialisation
- Improving Evolutionary Algorithms with Multi-representation Island Models
- A Powerful New Encoding for Tree-Based Combinatorial Optimisation Problems
- Partially Evaluated Genetic Algorithm Based on Fuzzy c-Means Algorithm
- Applications
- Metaheuristics for the Vehicle Routing Problem with Stochastic Demands
- AntHocNet: An Ant-Based Hybrid Routing Algorithm for Mobile Ad Hoc Networks
- A Scatter Search Algorithm for the 3D Image Registration Problem
- A Hybrid GRASP - Evolutionary Algorithm Approach to Golomb Ruler Search
- Design of an Efficient Search Algorithm for P2P Networks Using Concepts from Natural Immune Systems
- A Novel Ant Algorithm for Solving the Minimum Broadcast Time Problem
- Designing Multiple-Use Primer Set for Multiplex PCR by Using Compact GAs
- Robust Inferential Sensors Based on Ensemble of Predictors Generated by Genetic Programming
- Searching Transcriptional Modules Using Evolutionary Algorithms
- Evolution of Voronoi-Based Fuzzy Controllers
- Analyzing Sensor States and Internal States in the Tartarus Problem with Tree State Machines
- Evolving Genetic Regulatory Networks for Hardware Fault Tolerance
- Evolving Dynamics in an Artificial Regulatory Network Model
- The Application of Bayesian Optimization and Classifier Systems in Nurse Scheduling
- An Evolutionary Approach to Modeling Radial Brightness Distributions in Elliptical Galaxies
- Conference Paper Assignment Using a Combined Greedy/Evolutionary Algorithm
- A Primer on the Evolution of Equivalence Classes of Bayesian-Network Structures
- The Infection Algorithm: An Artificial Epidemic Approach for Dense Stereo Matching
- Optimising Cancer Chemotherapy Using Particle Swarm Optimisation and Genetic Algorithms
- An Evolutionary Algorithm for Column Generation in Integer Programming: An Effective Approach for 2D Bin Packing
- An Improved Evaluation Function for the Bandwidth Minimization Problem
- Coupling of Evolution and Learning to Optimize a Hierarchical Object Recognition Model
- Evolution of Small-World Networks of Automata for Computation
- Recognizing Speed Limit Sign Numbers by Evolvable Hardware
- Dynamic Routing Problems with Fruitful Regions: Models and Evolutionary Computation
- Optimising the Performance of a Formula One Car Using a Genetic Algorithm
- Multi-objective Optimisation
- An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction
- Finding Knees in Multi-objective Optimization
- Multi-objective Parallel Tabu Search
- SPEA2+: Improving the Performance of the Strength Pareto Evolutionary Algorithm 2
- An Extension of Generalized Differential Evolution for Multi-objective Optimization with Constraints
- Adaptive Weighted Particle Swarm Optimisation for Multi-objective Optimal Design of Alloy Steels
- Multi-objective Optimisation by Co-operative Co-evolution
- Sequential Process Optimisation Using Genetic Algorithms
- On Test Functions for Evolutionary Multi-objective Optimization
- Multi-objective Optimization of a Composite Material Spring Design Using an Evolutionary Algorithm
- Dominance Based Crossover Operator for Evolutionary Multi-objective Algorithms
- Evolutionary Bi-objective Controlled Elevator Group Regulates Passenger Service Level and Minimises Energy Consumption
- Indicator-Based Selection in Multiobjective Search
- Co-evolution
- Intransitivity in Coevolution
- Group Transport of an Object to a Target That Only Some Group Members May Sense
- Hawks, Doves and Lifetime Reproductive Success
- Evolutionary Multi-agent Systems
- Credit Assignment Among Neurons in Co-evolving Populations
- A Visual Demonstration of Convergence Properties of Cooperative Coevolution
- Cooperative Coevolution of Image Feature Construction and Object Detection
- Spatial Embedding and Loss of Gradient in Cooperative Coevolutionary Algorithms
- A High Performance Multi-objective Evolutionary Algorithm Based on the Principles of Thermodynamics
- Robotics and Multi-agent Systems
- Robustness in the Long Run: Auto-teaching vs Anticipation in Evolutionary Robotics
- A Self-adaptive Neural Learning Classifier System with Constructivism for Mobile Robot Control
- An Approach to Evolutionary Robotics Using a Genetic Algorithm with a Variable Mutation Rate Strategy
- Translating the Dances of Honeybees into Resource Location
- Natural Policy Gradient Reinforcement Learning for a CPG Control of a Biped Robot
- Evaluation of Adaptive Nature Inspired Task Allocation Against Alternate Decentralised Multiagent Strategies
- A Neuroevolutionary Approach to Emergent Task Decomposition
- Evolving the "Feeling" of Time Through Sensory-Motor Coordination: A Robot Based Model
- Learning Classifier Systems and Data Mining
- An Artificial Immune System for Fuzzy-Rule Induction in Data Mining
- Speeding-Up Pittsburgh Learning Classifier Systems: Modeling Time and Accuracy
- A Simple Payoff-Based Learning Classifier System
- Lookahead and Latent Learning in a Simple Accuracy-Based Classifier System
- Knowledge Extraction and Problem Structure Identification in XCS
- Forecasting Time Series by Means of Evolutionary Algorithms
- Detecting and Pruning Introns for Faster Decision Tree Evolution
- Evolutionary Multiobjective Clustering
- Web Page Classification with an Ant Colony Algorithm
- Oneiric Processing Utilising the Anticipatory Classifier System
- Self-organizing Neural Grove: Efficient Multiple Classifier System Using Pruned Self-generating Neural Trees
- Evolutionary Multiobjective Knowledge Extraction for High-Dimensional Pattern Classification Problems
- Ensemble Learning with Evolutionary Computation: Application to Feature Ranking
- Fast Unsupervised Clustering with Artificial Ants
- A Novel Method of Searching the Microarray Data for the Best Gene Subsets by Using a Genetic Algorithm
- Using Genetic Programming for Feature Creation with a Genetic Algorithm Feature Selector
- AgentP Model: Learning Classifier System with Associative Perception