Modelling genetic algorithms: From Markov chains to dependence with complete connections -- On the optimization of unimodal functions with the (1+1) evolutionary algorithm -- A timing analysis of convergence to fitness sharing equilibrium -- Where elitists start limping evolution strategies at ridge functions -- A bit-wise epistasis measure for binary search spaces -- Inside GA dynamics: Ground basis for comparison -- The effect of spin-flip symmetry on the performance of the simple GA -- Fitness distance correlation and Ridge functions -- Accelerating the convergence of evolutionary algorithms by fitness landscape approximation -- Modeling building-block interdependency -- Mutate large, but inherit small! On the analysis of rescaled mutations in ( )-ES with noisy fitness data -- Creating robust solutions by means of evolutionary algorithms -- Analytic curve detection from a noisy binary edge map using genetic algorithm -- A comparison of dominance mechanisms and simple mutation on non-stationary problems -- Adaptation to a changing environment by means of the feedback thermodynamical genetic algorithm -- Optimization with noisy function evaluations -- On risky methods for local selection under noise -- Polygenic inheritance - A haploid scheme that can outperform diploidy -- Averaging efficiently in the presence of noise -- Solving binary constraint satisfaction problems using evolutionary algorithms with an adaptive fitness function -- Varying fitness functions in genetic algorithms: Studying the rate of increase of the dynamic penalty terms -- Landscape changes and the performance of Mapping Based Constraint handling methods -- A decoder-based evolutionary algorithm for constrained parameter optimization problems -- A spatial predator-prey approach to multi-objective optimization: A preliminary study -- Selective breeding in a multiobjective genetic algorithm -- Niching and elitist models for MOGAs -- Parallel evolutionary optimisation with constraint propagation -- Methods to evolve legal phenotypes -- Multiobjective optimization using evolutionary algorithms - A comparative case study -- Utilizing dynastically optimal forma recombination in hybrid genetic algorithms -- Further experimentations on the scalability of the GEMGA -- Indexed memory as a generic protocol for handling vectors of data in genetic programming -- On genetic algorithms and lindenmayer systems -- Genome length as an evolutionary self-adaptation -- Restart scheduling for genetic algorithms -- A comparative study of global and local selection in evolution strategies -- UEGO, an abstract niching technique for global optimization -- Development of problem-specific evolutionary algorithms -- The effects of control parameters and restarts on search stagnation in evolutionary programming -- Accelerating the evolutionary-gradient-search procedure: Individual step sizes -- Extending population-based incremental learning to continuous search spaces -- Multi-parent recombination in genetic algorithms with search space boundary extension by mirroring -- Selective crossover in genetic algorithms: An empirical study -- Line-breeding schemes for combinatorial optimization -- Finding regions of uncertainty in learned models: An application to face detection -- On ZCS in multi-agent environments -- Empirical analysis of the factors that affect the Baldwin effect -- Promoting generalisation of learned behaviours in genetic programming -- Generalization in Wilson's classifier system -- Symbiotic coevolution of artificial neural networks and training data sets -- Information-theoretic analysis of a mobile agent's learning in a discrete state space -- The coevolution of antibodies for concept learning -- Does data-model co-evolution improve generalization performance of evolving learners? -- A corporate classifier system -- Applying diffusion to a cooperative coevolutionary model -- Studying parallel evolutionary algorithms: The cellular programming case -- Learning to avoid moving obstacles optimally for mobile robots using a genetic-fuzzy approach -- Evolutionary neural networks for nonlinear dynamics modeling -- Hybrid distributed real-coded genetic algorithms -- Mechanisms of emergent computation in cellular automata -- Towards designing neural network ensembles by evolution -- Selection of training data for neural networks by a genetic algorithm -- Discovery with genetic algorithm scheduling strategies for cellular automata -- Simple + parallel + local = cellular computing -- Evolution, learning and speech recognition in changing acoustic environments -- Ant colonies for adaptive routing in packet-switched communications networks -- The stud GA: A mini revolution? -- An island model based ant system with lookahead for the shortest supersequence problem -- Parameter-free Genetic Algorithm inspired by "disparity theory of evolution" -- Immune network dynamics for inductive problem solving -- Parallelization strategies for Ant Colony Optimization -- Self-organising pattern formation: Fruit flies and cell phones -- A new genetic local search algorithm for graph coloring -- Improving the performance of evolutionary algorithms for the satisfiability problem by refining functions -- Memetic algorithms and the fitness landscape of the graph bi-partitioning problem -- Investigating evolutionary approaches to adaptive database management against various quality of service metrics -- Genetic algorithm behavior in the MAXSAT domain -- An adaptive mutation scheme for a penalty-based graph-colouring GA -- Inver-over operator for the TSP -- Repair and brood selection in the traveling salesman problem -- The Traveling Salesrep Problem, Edge Assembly Crossover, and 2-opt -- Load balancing in parallel circuit testing with annealing-based and genetic algorithms -- A heuristic combination method for solving job-shop scheduling problems -- Reduction of air traffic congestion by genetic algorithms -- Timetabling the classes of an entire university with an evolutionary algorithm -- Genetic algorithms for the Multiple Container Packing Problem -- Buffer memory optimization in DSP applications: An evolutionary approach -- The Breeder Genetic Algorithm for frequency assignment -- A permutation based Genetic Algorithm for minimum span frequency assignment -- Comparison of Evolutionary Algorithms for design optimization -- Aspects of digital evolution: Evolvability and architecture -- Integrated facility design using an evolutionary approach with a subordinate network algorithm -- An evolutionary algorithm for synthesizing optical thin-film designs -- Implementing genetic algorithms with sterical constraints for protein structure prediction -- Optimal placements of flexible objects: An adaptive simulated annealing approach -- Encapsulated Evolution strategies for the determination of group contribution model parameters in order to predict thermodynamic properties -- Recombination operators for evolutionary graph drawing -- Optimisation of density estimation models with evolutionary algorithms -- Genetic algorithm in parameter estimation of nonlinear dynamic systems -- Optimizing web page layout using an annealed genetic algorithm as client-side script -- Solving the capacitor placement problem in a radial distribution system using an adaptive genetic algorithm.