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This book is the Proceedings of the 19th Annual RoboCup
International Symposium, held in Hefei, China, in July 2015. The
book contains 20 papers presented at the Symposium, carefully
selected from 39 submissions. Additionally the book contains 11
champion team papers and one paper from the Workshop on
Benchmarking Service Robots. The papers present current research in
robotics, artificial intelligence, computer vision, multiagent
systems, simulation, and other areas.
Interested in the Genetic Algorithm? Simulated Annealing? Ant
Colony Optimization? Essentials of Metaheuristics covers these and
other metaheuristics algorithms, and is intended for undergraduate
students, programmers, and non-experts. The book covers a wide
range of algorithms, representations, selection and modification
operators, and related topics, and includes 71 figures and 135
algorithms great and small. Algorithms include: Gradient Ascent
techniques, Hill-Climbing variants, Simulated Annealing, Tabu
Search variants, Iterated Local Search, Evolution Strategies, the
Genetic Algorithm, the Steady-State Genetic Algorithm, Differential
Evolution, Particle Swarm Optimization, Genetic Programming
variants, One- and Two-Population Competitive Coevolution,
N-Population Cooperative Coevolution, Implicit Fitness Sharing,
Deterministic Crowding, NSGA-II, SPEA2, GRASP, Ant Colony
Optimization variants, Guided Local Search, LEM, PBIL, UMDA, cGA,
BOA, SAMUEL, ZCS, XCS, and XCSF.
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