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Satisficing Games and Decision Making: With Applications to Engineering and Computer Science

Autor Wynn C. Stirling
en Limba Engleză Paperback – 15 aug 2007
In our day-to-day lives we constantly make decisions which are simply 'good enough' rather than optimal. Most computer-based decision-making algorithms, on the other hand, doggedly seek only the optimal solution based on rigid criteria and reject any others. In this book, Professor Stirling outlines an alternative approach, using novel algorithms and techniques which can be used to find satisficing solutions. Building on traditional decision and game theory, these techniques allow decision-making systems to cope with more subtle situations where self and group interests conflict, perfect solutions can't be found and human issues need to be taken into account - in short, more closely modelling the way humans make decisions. The book will therefore be of great interest to engineers, computer scientists and mathematicians working on artificial intelligence and expert systems.
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Specificații

ISBN-13: 9780521038911
ISBN-10: 052103891X
Pagini: 268
Ilustrații: 20 b/w illus.
Dimensiuni: 166 x 242 x 13 mm
Greutate: 0.43 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Locul publicării:Cambridge, United Kingdom

Cuprins

List of figures; List of tables; Preface; 1. Rationality; 2. Locality; 3. Praxeology; 4. Equanimity; 5. Uncertainty; 6. Community; 7. Congruency; 8. Complexity; 9. Meliority; Appendix A: bounded rationality; Appendix B: game theory basics; Appendix C: probability theory basics; Appendix D: a logical basis for praxeic reasoning; Bibliography; Name index; Subject index.

Descriere

An alternative approach to mathematical decision making for AI and expert systems engineers and scientists.

Notă biografică