A-Life, Evolutionary Robotics and Adaptive Behavior;
Vinod Valsalam, James Bednar, Risto Miikkulainen:
Constructing Good Learners using Evolved Pattern
Generators |
Ant
Colony Optimization and Swarm Intelligence PLUS Meta-Heuristics
and
Local Search PLUS Evolutionary Multiobjective Optimization: COMBO
Frank Neumann, Ingo Wegener, Minimum Spanning Trees Made Easier Via Multi-Objective
Optimization |
Artificial
Immune Systems
F. Gonzalez, J. Galeano, A. Veloza and A. Rojas, Discriminating and Visualizing
Anomalies Using Negative Selection and Self-Organizing Maps |
Biological
Applications
Leon Poladian, A GA for Max Likelihood Phylogenetic Inference Using Neighbour-Joining
as a Genotype to Phenotype Mapping |
Coevolution
Elena Popovici, Ken De Jong, Understanding Cooperative Co-evolutionary Dynamics
via Simple Fitness Landscapes |
Search-based
Software Engineering,
Lionel Briand, Yvan Labiche, Marwa Shousha, Stress Testing Real-Time Systems
with Genetic Algorithms |
Estimation
of Distribution Algorithms
Stefan Droste, Not All Linear Functions are Equally Difficult for
the Compact Genetic Algorithm |
ES
and EP
Tobias Storch, Transformations of Objective Functions Change the Behavior
of Evolutoinary and Black Box Algorithms |
Evolutionary
Combinatorial Optimization
Katherina Lehmann and Michael Kaufmann, Evolutionary Algorithms for the Self-Organized
Evolution of Networks |
Genetic
Algorithms
Edwin deJong, R. Watson, D. Thierens, On the Complexity of Hierarchical Problem
Solving |
Genetic
Programming
Mark Collins, Finding Needles in Haystacks is Harder with Neutrality |
LCS
and other-GBML
Daan Wierstra, F. Gomez, J. Schmidhuber, Modeling Non-linear Dynamical Systems
with Evolino |
Real
World Applications
Yiu Fai Sit, Risto Miikkulainen, Learning Basic Navigation for Personal Satellie
Assistant using Neuroevolution. |
