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Swarm Intelligence
book

Swarm Intelligence

by Russell C. Eberhart, Yuhui Shi, James Kennedy
April 2001
Intermediate to advanced
512 pages
16h 38m
English
Morgan Kaufmann
Content preview from Swarm Intelligence
each individual is changed in one of several ways, for instance by swap-
ping a pair of cities or by inserting a city between two others. Improve-
ments are accepted depending on the temperature, which decreases
through the course of the experiment; recall that in simulated annealing
the probability of taking a step that results in worse performance de-
creases over time. The simulated annealing cycle is repeated numerous
times within each generation of the evolutionary algorithm.
The authors report excellent results on a number of different TSP ex-
amples with as many as 532 cities. They nd that the most improvement
in their algorithm occurs when ...
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Publisher Resources

ISBN: 9781558605954