Evolutionary computation 1 / edited by Thomas Back ... [et al.].
Contributor(s): Fogel, David B | Bäck, Thomas | Michalewicz, Zbigniew.
Material type: BookPublisher: Bristol ; Philadelphia : Institute of Physics Publishing, 2000Description: xxxvii, 339 p. : ill. ; 24 cm. + pbk.ISBN: 0750306645 (v. 1).Subject(s): Evolutionary programming (Computer science) | Evolutionary computationDDC classification: 006.3Item type | Current library | Call number | Copy number | Status | Date due | Barcode | Item holds |
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General Lending | MTU Bishopstown Library Lending | 006.3 (Browse shelf(Opens below)) | 1 | Available | 00092311 |
Includes bibliographical references and index.
Part 1: Why evolutionary computation? -- Introduction to evolutionary computation / David B Fogel -- Possible applications of evolutionary computation / David Beasley -- Advantages (and disadvantages) of evolutionary computation over other approaches / Hans-Paul Schwefel -- Part 2: Evolutionary computation: the background -- Principles of evolutionary processes / David B Fogel -- Principles of genetics / Raymond C Paton -- A history of evolutionary computation / Kenneth De Jong, David B Fogel and Hans-Paul Schwefel -- Part 3: Evolutionary algorithms and their standard instances -- Introduction to evolutionary algorithms / Thomas Back -- Genetic algorithms / Larry J Eshelman -- Evolution strategies / Gunter Rudolph -- Evolutionary programming / V William Porto -- Derivative methods in genetic programming / Kenneth E Kinnear, Jr -- Learning classifier systems / Robert E Smith -- Hybrid methods / Zbigniew Michalewicz -- Part 4: Representations -- Introduction to representations / Kalyanmoy Deb -- Binary strings / Thomas Back -- Real-valued vectors / David B Fogel -- Permutations / Darrell Whitley -- Finite-state representations / David B Fogel -- Parse trees / Peter J Angeline -- Guidelines for a suitable encoding / David B Fogel and Peter J Angeline -- Other representations / Peter J Angeline and David B Fogel -- Part 5: Selection -- Introduction to selection / Kalyanmoy Deb -- Proportional selection and sampling algorithms / John Grefenstette -- Tournament selection / Tobias Blickle -- Rank-based selection / John Grefenstette -- Boltzmann Selection / Samir W Mahfoud -- Other selection methods / David B Fogel -- Generation gap methods / Jayshree Sarma and Kenneth De Jong -- A comparison of selection mechanisms / Peter J B Hancock -- Interactive evolution / Wolfgang Banzhaf -- Part 6: Search operations -- Introduction to search operators / Zhigniew Michalwicz -- Mutation operators / Thomas Back, David B Fogel, Darrell Whitley and Peter J Angeline -- Recombination / Lashon B Booker, David B Fogel, Darrell Whitley, Peter J Angeline and A E Eiben -- Other operators / Russell W Anderson, David B Fogel and Martin Schutz.