Background on hill-climbing algorithms, simulated annealing (the "design
committees" pattern) and all that good rant stuff can be found in

(general presentation of the ideas)
    Genetic Algorithms and Grouping Problems
    Emanuel Falkenauer
    John Wiley and Sons
    ISBN 0-471-97150-2

and

(textbook, more math and statistics)
    Genetic Algorithms in Search, Optimization, and Machine Learning
    David Goldberg
    Addison-Wesley
    ISBN 0-201-15767-5

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