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Introduction | p. 1 |
Myths of LaPlacean Omniscience | p. 3 |
Realism for Limited Beings in a Rich, Messy World | p. 5 |
Social Natures | p. 7 |
Heuristics as Adaptations for the Real World | p. 8 |
Nature as Backwoods Mechanic and Used-Parts Dealer | p. 9 |
Error and Change | p. 11 |
Organization and Aims of This Book | p. 12 |
Normative Idealizations versus the Metabolism of Error | p. 15 |
Inadequacies of Our Normative Idealizations | p. 15 |
Satisficing, Heuristics, and Possible Behavior for Real Agents | p. 19 |
The Productive Use of Error-Prone Procedures | p. 21 |
Toward a Philosophy for Limited Beings | p. 26 |
The Stance and Outlook of a Scientifically Informed Philosophy of Science | p. 26 |
Ceteris Paribus, Complexity, and Philosophical Method | p. 28 |
Our Present and Future Naturalistic Philosophical Methods | p. 32 |
Problem-Solving Strategies for Complex Systems | p. 37 |
Robustness, Reliability, and Overdetermination | p. 43 |
Common Features of Concepts of Robustness | p. 44 |
Robustness and the Structure of Theories | p. 46 |
Robustness, Testability, and the Nature of Theoretical Terms | p. 52 |
Robustness, Redundancy, and Discovery | p. 56 |
Robustness, Objectification, and Realism | p. 60 |
Robustness and Levels of Organization | p. 63 |
Heuristics and Robustness | p. 67 |
Robustness, Independence, and Pseudo-Robustness: A Case Study | p. 71 |
Heuristics and the Study of Human Behavior | p. 75 |
Heuristics | p. 76 |
Reductionist Research Strategies and Their Biases | p. 80 |
An Example of Reductionist Biases: Models of Group Selection | p. 84 |
Heuristics Can Hide Their Tracks | p. 86 |
Two Strategies for Correcting Reductionist Biases | p. 89 |
The Importance of Heuristics in the Study of Human Behavior | p. 90 |
False Models as Means to Truer Theories | p. 94 |
Even the Best Models Have Biases | p. 95 |
The Concept of a Neutral Model | p. 97 |
How Models Can Misrepresent | p. 100 |
Twelve Things to Do with False Models | p. 103 |
Background of the Debate over Linkage Mapping in Genetics | p. 106 |
Castle's Attack on the Linear Linkage Model | p. 114 |
Muller's Data and the Haldane Mapping Function | p. 117 |
Muller's Two-Dimensional Arguments against Castle | p. 121 |
Multiply-Counterfactual Uses of False Models | p. 123 |
False Models Can Provide New Predictive Tests Highlighting Features of a Preferred Model | p. 126 |
False Models and Adaptive Design Arguments | p. 128 |
Robustness and Entrenchment: How the Contingent Becomes Necessary | p. 133 |
Generative Entrenchment and the Architecture of Adaptive Design | p. 133 |
Generative Systems Come to Dominate in Evolutionary Processes | p. 135 |
Resistance to Foundational Revisions | p. 137 |
Bootstrapping Feedbacks: Differential Dependencies and Stable Generators | p. 139 |
Implications of Generative Entrenchment | p. 140 |
Generative Entrenchment and Robustness | p. 141 |
Lewontin's Evidence (That There Isn't Any) | p. 146 |
Is Evidence Impotent, or Just Inconstant? | p. 148 |
False Models as Means to Truer Theories | p. 152 |
Narrative Accounts and Theory as Montage | p. 154 |
Reductionism(s) in Practice | p. 159 |
Complexity and Organization | p. 179 |
Reductionism and the Analysis of Complex Systems | p. 179 |
Complexity | p. 181 |
Evolution, Complexity, and Organization | p. 186 |
Complexity and the Localization of Function | p. 190 |
The Ontology of Complex Systems: Levels of Organization, Perspectives, and Causal Thickets | p. 193 |
Robustness and Reality | p. 195 |
Levels of Organization | p. 201 |
Perspectives: A Preliminary Characterization | p. 227 |
Causal Thickets | p. 237 |
Reductive Explanation: A Functional Account | p. 241 |
Two Kinds of Rational Reconstruction | p. 243 |
Successional versus Inter-Level Reductions | p. 245 |
Levels of Organization and the Co-Evolution and Development of Inter-Level Theories | p. 249 |
Two Views of Explanation: Major Factors and Mechanisms versus Laws and Deductive Completeness | p. 255 |
Levels of Organization and Explanatory Costs and Benefits | p. 258 |
Identificatory Hypotheses as Tools in the Search for Explanations | p. 266 |
Modifications Appropriate to a Cost-Benefit Version of Salmon's Account of Explanation | p. 270 |
Emergence as Non-Aggregativity and the Biases of Reductionisms | p. 274 |
Reduction and Emergence | p. 274 |
Aggregativity | p. 277 |
Perspectival, Contextual, and Representational Complexities; or, "It Ain't Quite So Simple as That!" | p. 287 |
Adaptation to Fine- and Coarse-Grained Environments: Derivational Paradoxes for a Formal Account of Aggregativity | p. 296 |
Aggregativity and Dimensionality | p. 301 |
Aggregativity as a Heuristic for Evaluating Decompositions, and Our Concepts of Natural Kinds | p. 303 |
Reductionisms and Biases Revisited | p. 308 |
Engineering an Evolutionary View of Science | p. 313 |
Epilogue: On the Softening of the Hard Sciences | p. 319 |
From Straw-Man Reductionist to Lover of Complexity | p. 322 |
Messiness in State-of-the-Art Theoretical Physics | p. 324 |
Hidden Elegance and Revelations in Run-of-the-Mill Applied Science | p. 327 |
"Pure" versus Applied Science, and What Difference Should It Make? | p. 335 |
Hortatory Closure | p. 339 |
Important Properties of Heuristics | p. 345 |
Common Reductionistic Heuristics | p. 347 |
Glossary of Key Concepts and Assumptions | p. 353 |
A Panoply of LaPlacean and Leibnizian Demons | p. 161 |
Notes | p. 364 |
Bibliography | p. 405 |
Credits | p. 430 |
Index | p. 433 |
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