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Never a bad idea to do a quick check for what books we may have. Here's what I got in response to a search for genetic algorithm*:
Record 1 of 9
CALL NO.     (W&L Archives: thesis) 378.2 Chandra.
AUTHOR       Chandra, Anurag Munzni.
TITLE        Effectiveness of genetic algorithms in finding Steinhaus
graphs with maximal clique size / [by] Anurag M. Chandra.
IMPRINT      1998.
Record 2 of 9
CALL NO.     (W&L Archives: thesis) 378.2 Hills.
AUTHOR       Hills, John Pressley.
TITLE        Emergent behaviors in artificial life with genetic algorithms
/ [by] John Hills.
IMPRINT      1998.
Record 3 of 9
CALL NO.     QA402.5 .B333 1996.
AUTHOR       Back, Thomas, 1963-
TITLE        Evolutionary algorithms in theory and practice : evolution 
               strategies, evolutionary programming, genetic algorithms / 
               Thomas Back.
IMPRINT      Oxford ; New York : Oxford University Press, 1996.
Record 4 of 9
CALL NO.     HG4515.2 .B38 1994.
AUTHOR       Bauer, Richard J., 1950-
TITLE        Genetic algorithms and investment strategies / Richard
J. Bauer, Jr.
IMPRINT      New York : Wiley, c1994.
Record 5 of 9
CALL NO.     QA76.9.A43 M53 1994.
AUTHOR       Michalewicz, Zbigniew.
TITLE        Genetic algorithms + data structures = evolution programs / 
               Zbigniew Michalewicz.
IMPRINT      Berlin ; New York : Springer-Verlag, c1994.
Record 6 of 9
CALL NO.     QA402.5 .G635 1989.
AUTHOR       Goldberg, David E. (David Edward), 1953-
TITLE        Genetic algorithms in search, optimization, and machine
               learning / by David E. Goldberg.
IMPRINT      Reading, Mass. : Addison-Wesley Pub. Co., c1989.
Record 7 of 9
CALL NO.     QH441.2 .M55 1996.
AUTHOR       Mitchell, Melanie.
TITLE        An introduction to genetic algorithms / Melanie Mitchell.
IMPRINT      Cambridge, Mass. : MIT Press, c1996.
Record 8 of 9
CALL NO.     QA402.5 .H387 1998.
AUTHOR       Haupt, Randy L.
TITLE        Practical genetic algorithms / Randy L. Haupt & Sue Ellen
Haupt.
IMPRINT      New York : Wiley, c1998.
Record 9 of 9
CALL NO.     QA402.5 .C44 1995.
TITLE        Practical handbook of genetic algorithms / edited by Lance 
               Chambers.
IMPRINT      Boca Raton : CRC Press, c1995-c1999.
CONTENTS     v. 1. Applications -- v. 2. New frontiers -- v. 3. Complex
coding systems.