Genetic programming : on the programming of computers by means of natural selection
Author(s)
Bibliographic Information
Genetic programming : on the programming of computers by means of natural selection
(Complex adaptive systems)(Bradford book)
MIT Press, c1992-c1994
- [1]
- 2
- Other Title
-
Genetic programming : automatic discovery of reusable programs
Available at / 122 libraries
-
Ibaraki University Library, Hitachi Branch分
[1]007.1:Koz119803365,
2007.1:Koz:2219700256,119803366,119803367 -
Science and Technology Library, Kyushu University
[1]068252194000787,
2007.64/Ko 98/(2)068252194005422 -
INTERNATIONAL CHRISTIAN UNIVERSITY LIBRARY図
[1]007.64/Ko98g/v.1,007.64/Ko98g/v.204551032,04551087
-
The University of Electro-Communications Library図庫
[1]549.98/Ko982219701594,
2549.98/Ko98/22219701595 -
The University of Electro-Communications Library研
549.98/Ko982219808516,2219802608,2219300115,2219401071
-
[1]007.1||KO||10000951028700,0000970059031,
2007.1||KO||20000951028714,0000970059027 -
No Libraries matched.
- Remove all filters.
Note
Includes bibliographical references ([1]: p. [791]-804) and index
Description and Table of Contents
- Volume
-
[1] ISBN 9780262111706
Description
Table of Contents
- Pervasiveness of the problem of program induction
- introduction to genetic algorithms
- the representation problem for genetic algorithms
- overview of genetic programming
- detailed description of genetic programming
- four introductory examples of genetic programming
- amount of processing required to solve a problem
- non-randomness of genetic programming
- symbolic regression - error-driven evolution
- control - cost-driven evolution
- evolution of emergent behaviour
- evolution of subsumption
- entropy-driven evolution
- evolution of strategy
- co-evolution
- evolution of classification
- iteration, recursion, and setting
- evolution of constrained syntactic structures
- evolution of building blocks
- evolution of hierarchies of building blocks
- parallelization of genetic programming
- ruggedness of genetic programming
- extraneous variables and functions
- operational issues
- review of genetic programming
- comparison with other paradigms
- spontaneous emergence of self-replicating and evolutionarily self-improving computer programs. Appendices: computer implementation
- problem-specific part of simple LISP code
- kernel of the simple LISP code
- embellishments to the simple LISP code
- streamlined version of EVAL
- editor for simplifying S-expressions
- testing the simple LISP code
- time-saving techniques
- list of special symbols
- list of special functions.
- Volume
-
2 ISBN 9780262111898
Description
Table of Contents
- Background on genetic algorithms, LISP, and genetic programming
- hierarchical problem-solving
- introduction to automatically-defined functions - the two-boxes problem
- problems that straddle the breakeven point for computational effort
- Boolean parity functions
- determining the architecture of the program
- the lawnmower problem
- the bumblebee problem
- the increasing benefits of ADFs as problems are scaled up
- finding an impulse response function
- artificial ant on the San Mateo trail
- obstacle-avoiding robot
- the minesweeper problem
- automatic discovery of detectors for letter recognition
- flushes and four-of-a-kinds in a pinochle deck
- introduction to biochemistry and molecular biology
- prediction of transmembrane domains in proteins
- prediction of omega loops in proteins
- lookahead version of the transmembrane problem
- evolutionary selection of the architecture of the program
- evolution of primitives and sufficiency
- evolutionary selection of terminals
- evolution of closure
- simultaneous evolution of architecture, primitive functions, terminals, sufficiency, and closure
- the role of representation and the lens effect. Appendices: list of special symbols
- list of special functions
- list of type fonts
- default parameters
- computer implementation
- annotated bibliography of genetic programming
- electronic mailing list and public repository.
by "Nielsen BookData"