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Computable Foundations for Economics [Kõva köide]

(New School, USA)
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Computable Foundations for Economics is a unified collection of essays, some of which are published here for the first time and all of which have been updated for this book, on an approach to economic theory from the point of view of algorithmic mathematics. By algorithmic mathematics the author means computability theory and constructive mathematics. This is in contrast to orthodox mathematical economics and game theory, which are formalised with the mathematics of real analysis, underpinned by what is called the ZFC formalism, i.e., set theory with the axiom of choice. This reliance on ordinary real analysis and the ZFC system makes economic theory in its current mathematical mode completely non-algorithmic, which means it is numerically meaningless.

The book provides a systematic attempt to dissect and expose the non-algorithmic content of orthodox mathematical economics and game theory and suggests a reformalization on the basis of a strictly rigorous algorithmic mathematics. This removes the current schizophrenia in mathematical economics and game theory, where theory is entirely divorced from algorithmic applicability – for experimental and computational exercises.

The chapters demonstrate the uncomputability and non-constructivity of core areas of general equilibrium theory, game theory and recursive macroeconomics. The book also provides a fresh look at the kind of behavioural economics that lies behind Herbert Simon’s work, and resurrects a role for the noble classical traditions of induction and verification, viewed and formalised, now, algorithmically. It will therefore be of particular interest to postgraduate students and researchers in algorithmic economics, game theory and classical behavioural economics.

Preface x
General introduction 1
PART I Foundations 25
1 The uncomputable, the nonconstructive and the undecidable in mathematical economics
27
2 Advanced computational complexity theory from an elementary standpoint
73
3 Economic dynamics and computation — recursion theoretic foundations for the Icarus tradition
127
4 Let's take the con out of mathematical economics
152
PART II General equilibrium theory 189
5 Effectivity and constructivity in economic theory
191
6 Algorithmic foundations of computable general equilibrium theory
214
7 Uncomputability and undecidability in economic theory
228
PART III Methodology 253
8 The unreasonable ineffectivity of mathematics in economics
255
9 A constructive interpretation of Sraffa's mathematical economics
285
10 The computable alternative in the formalization of economics: a counterfactual essay
309
PART IV Simon's behavioural economics: a computable vision 331
11 Computable rationality, computation universality and adaptive behaviour
333
12 Boundedly rational choice and satisficing decisions
358
13 Arithmetic games, beavers and behavioural economics
371
Appendix 1 Artificing a rationally unbounded life
388
Appendix 2 The logic of discovery, problem solving and retroduction
395
Appendix 3 Herbert Simon's letters regarding Computable Economics
407
PART V Inductive reflections 411
14 De-mystifying induction, falsification and other Popperian extravaganzas
413
15 Re-reading Jevons's Principles of Science — induction redux
435
16 Impossibility of effectively computable inductive policies in a complex dynamic economy
448
PART VI Concluding notes 463
17 Epilogue — a research program for the algorithmic social sciences
465
Author index 477
Subject index 485
Vela Velupillai is a Professor of Economics, both in the faculty of economics and in its graduate school, CIFREM, at the University of Trento, Italy. He is also a Senior Visiting Professor at the Madras School of Economics.