Agent-Based Modeling and Simulation with Swarm

Introduction What is simulation? Simulation of intelligence Criticism of simulation Swarm and the Santa Fe Institute Evolutionary Methods and Evolutionary Computation What is evolutionary computation? What are genetic algorithms? What is genetic programming? What is interactive evolutionary computation? Multi-Agent Simulation Based on Swarm Overview of Swarm Tutorial Evolutionary Simulation Simulation of sexual selection Swarm-based simulation of sexual selection Simulation of the prisoner's dilemma Evolving artificial creatures and artificial life Ant Colony-Based Simulation Collective behaviors of ants Swarm simulation of the pheromone trails of ants Ant colony optimization (ACO) Ant-clustering algorithms Swarm-based simulation of ant-clustering Ant colony-based approach to the network routing problem Ant-based job separation Emergent cooperation of army ants Particle Swarm Simulation Boids and flocking behaviors Simulating boids with Swarm Swarm chemistry PSO: particle swarm optimization ABC algorithm BUGS: a bug-based search strategy BUGS in Swarm Cellular Automata Simulation Game of life Conway class with Swarm Program that replicates itself Simulating forest fires with Swarm Segregation model simulation with Swarm Lattice gas automaton Turing model and morphogenesis simulation Simulating percolation with Swarm Silicon traffic and its control The world of Sugarscape Conclusion Appendix A: GUI Systems and Source Code Appendix B: Installing Swarm References Index Swarm Index Name Index

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• Algoritmos e estruturas de dados
• Engenharia electrónica
• Engenharia do controlo automático