Average Reviews:
(More customer reviews)Very well written in terms of technical coverage and originality of modelling bounded rationality and its application to game theory. However, the author develops most of his theories from either assumption and speculation or no justification at all in terms of formally depicting human rationality. It would have been a much more powerful book if there was a greater coverage of empirical evidence and bridging between psychology, artificial intelligence and economics. This lop-sided approach of modelling using solely game theoretic terminology and concepts ambiguous in their relevancy to simulating human thought and behaviour. However, there are some chapters, such as the one on knowledge representation and the other on limited memory that are the exception to this. Overall though, the book is still quite innovative and worth a read.
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The notion of bounded rationality was initiated in the 1950's by Herbert Simon. In this book the author defines models of bounded rationality as those in which elements of the process of choice are explicitly embedded. The book focuses on the challenges of modelling bounded rationality, rather than on substantial economic implications. In the first part of the book the author considers the modelling of choice. After discussing some psychological findings, he proceeds to the modelling of procedural rationality, knowledge, memory, the choice of what to know and group decisions. In the second part, he discusses the fundamental difficulties of modelling bounded rationality in games. He begins with the modelling of a game with procedural rational players and then surveys repeated games with complexity considerations. He ends with a discussion of computability constraints in games. The final chapter includes a critique by Herbert Simon of the author's methodology and the author's response.
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