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Programming in SCHEME Mark Watson

Programming in SCHEME By Mark Watson

Programming in SCHEME by Mark Watson


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Summary

Scheme provides a flexible and powerful language for programming embodying many of the best features of logical and functional programming. This enjoyable book provides readers with an introduction to programming in Scheme by constructing a series of interesting and re-usable programs.

Programming in SCHEME Summary

Programming in SCHEME: Learn SHEME Through Artificial Intelligence Programs by Mark Watson

Scheme provides a flexible and powerful language for programming embodying many of the best features of logical and functional programming. This enjoyable book provides readers with an introduction to programming in Scheme by constructing a series of interesting and re-usable programs. The book includes two diskettes containing MIT Scheme to run on Windows PCs.

Table of Contents

1 Introduction.- 2 Tutorial Introduction to Scheme.- 2.1 Lists.- 2.1.1 Evaluating expressions.- 2.1.2 List data structures.- 2.1.3 Built-in functions for lists.- 2.2 Vectors.- 2.3 Logical tests.- 2.3.1 Testing for equality.- 2.3.2 Arithmetic tests.- 2.3.3 Conditional tests.- 2.4 Defining local variables.- 2.5 Defining functions.- 2.5.1 Recursion.- 2.6 Miscellaneous Scheme utility functions.- 3 Designing for Reuse.- 3.1 Modularity.- 3.2 Cohesion in function libraries.- 3.3 Loose coupling between library modules.- 3.4 Example: a library for genetic algorithms.- 3.4.1 Requirements.- 3.4.2 The design process.- 3.4.3 An implementation.- 3.5 Example application: allocating resources for sales and marketing.- 3.5.1 Problem description.- 3.5.2 Method for allocating resources.- 3.5.3 Program for allocating resources.- 4 Writing Portable Scheme Code.- 4.1 Designing for portability.- 4.2 Isolating operating system and graphics code.- 4.3 A portable graphics library.- 4.4 Example library for displaying graph structures.- 4.5 Example: plotting Mandelbrot sets.- 4.6 Example: plotting chaotic population growth.- 5 An Iterative Approach to Analysis, Design, and Implementation.- 5.1 Preliminary analysis, design, and implementation of a network search program.- 5.2 Evaluation of the first implementation of the network search program.- 5.3 Improving our analysis, design, and implementation.- 6 Neural Network Library.- 6.1 Requirements for a neural network library.- 6.2 Design of a neural network library.- 6.2.1 Designing a separate library for two-dimensional arrays.- 6.2.2 Algorithm for supervised learning in neural networks.- 6.3 Implementation of a neural network library.- 6.3.1 Two-dimensional array library.- 6.3.2 Neural network library.- 6.4 Example application: character recognition.- 7 Complex Data Structures.- 7.1 Using Scheme effectively to prototype and test complex data structures.- 7.2 Example application: natural language processing.- 7.2.1 Analysis.- 7.2.2 Design.- 7.2.3 Implementation.- 8 Chess Playing Program.- 8.1 Analysis.- 8.2 Design.- 8.3 Implementation.- 9 Go Playing Program.- 9.1 Requirements and analysis.- 9.1.1 The rules of Go.- 9.1.2 Data structures for maintaining information required to play Go.- 9.2 Module architecture.- 9.3 Interactively prototyping data structures.- 9.4 Low level Scheme functions to manipulate Go data structures.- 9.5 Go program design.- 9.6 Go program implementation.- 9.7 Ideas for improving the Go playing program.- Appendix A Installing and Running the MIT Scheme System.- Appendix B More Information Available on the Internet.

Additional information

NLS9780387946818
9780387946818
0387946810
Programming in SCHEME: Learn SHEME Through Artificial Intelligence Programs by Mark Watson
New
Paperback
Springer-Verlag New York Inc.
1996-04-25
238
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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