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A compendium of articles and papers presented at GEM 14. Selected topics include Simulated Annealing, Swarm Optimization Algorithms and Applications + Agent-Based Algorithms; Evolutionay Algorithms and Applications + ANN + Forcasting and Time Series Analysis; Genetic Algorithms and Applications + Genetic Programming + Dynamic Optimization.