Introduction to the Modeling and Analysis of Complex Systems

Indexaction potential, 202actor, 296adaptation, 8adaptive network, 325, 360adjacency list, 297adjacency matrix, 297agent, 427agent-based model, 24, 427algebraic connectivity, 408analytical solution, 39artificial life, 192artificial neural network, 8, 24, 295assortativity, 397assortativity coefficient, 397asymptotic behavior, 81asynchronous cellular automata, 200attractor, 32attractor network, 346autocatalytic reaction, 266automaton, 185autonomous system, 37average clustering coefficient, 386Barabási-Albert model, 354basin of attraction, 32, 77Belousov-Zhabotinsky reaction, 263betweenness centrality, 381bifurcation, 131bifurcation diagram, 133, 149bipartite graph, 300Boids, 439Boolean network, 295boundary condition, 189butterfly effect, 154BZ reaction, 263cAMP, 246cascading failure, 347catastrophe, 139causal loop diagram, 56CCDF, 391cellular automata, 8, 24, 185center, 379chaos, 6, 151, 153characteristic path length, 378chemotaxis, 246closed-form solution, 39closeness centrality, 381clustering, 386clustering coefficient, 386coarsening, 198cobweb plot, 68, 217collective behavior, 8, 429community, 400community structure, 400complementary cumulative distribution function,391complete graph, 300473