Re-engineering philosophy for limited beings: piecewise approximations to reality

I. INTRODUCTION 1. Myths of LaPlacean Omniscience Realism for Limited Beings in a Rich Messy World Social Natures Heuristics as Adaptations for Real World Nature as Backwoods Mechanic and Used-Parts Dealer Error and Change Organization and Aims of This Book 2. Normative Idealizations versus Metabolism of Error Inadequacies of Our Normative Idealizations Satisficing, Heuristics, and Possible Behavior for Real Agents The Productive Use of Error-Prone Procedures 3. Toward a Philosophy for Limited Beings The Stance and Outlook of a Scientifically Informed Philosophy of Science Ceteris Paribus, Complexity, and Philosophical Method Our Present and Future Naturalistic Philosophical Methods II. PROBLEM-SOLVING STRATEGIES FOR COMPLEX SYSTEMS 4. Robustness, Reliability, and Overdetermination Common Features of Concepts of Robustness Robustness and Structure of Theories Robustness, Testability, and Nature of Theoretical Terms Robustness, Redundancy, and Discovery Robustness, Objectification, and Realism Robustness and Levels of Organization Heuristics and Robustness Robustness, Independence, and Pseudo-Robustness: A Case Study 5. Heuristics and Study of Human Behavior Heuristics Reductionist Research Strategies and Their An Example of Reductionist Biases: Models of Group Selection Heuristics Can Hide Their Tracks Two Strategies for Correcting Reductionist The Importance of Heuristics in Study of Human Behavior 6. False Models as Means to Truer Theories Even Best Models Have Biases The Concept of a Neutral How Models Can Misrepresent Twelve Things To Do with False Models Background of Debate over Mapping in Genetics Castle's Attack on Linear Linkage Model Muller's Data and Haldane Mapping Function Muller's Two-Dimensional Arguments against Castle Multiply-Counterfactual Uses of False Models False Models Can Provide New Predictive Tests Highlighting Features of a Preferred Model False Models and Adaptive Design Arguments Summary and Conclusions 7. Robustness and Entrenchment: How Contingent Becomes Necessary Generative Entrenchment and Architecture of Adaptive Design Generative Systems Come To Dominate in Evolutionary Processes Resistance to Foundational Revisions Bootstrapping Feedbacks: Differential Dependencies and Stable Generators Implications of Generative Entrenchment Generative Entrenchment and Robustness Conclusion 8. Lewontin's Evidence (That There Isn't Any) Is Evidence Impotent, or Just Inconstant? False Models as Means to Truer Theories Narrative Accounts and Theory as Montage III. REDUCTIONISM(S) IN PRACTICE 9. Complexity and Organization Reductionism and Analysis of Complex Systems Complexity Evolution, Complexity, and Organization Complexity and Localization of Function 10. The Ontology of Complex Systems: Levels of Organization, Perspectives, and Causal Thickets Robustness and Reality Levels of Organization Perspectives: A Preliminary Characterization Causal Thickets 11. Reductive Explanation: A Functional Account Two Kinds of Rational Reconstruction Successional versus Inter-Level Reduction Levels of Organization and Co-Evolution and Development of Interlevel Theories Two Views of Explanation: Major Factors and Mechanisms versus Laws and Deductive Completeness Levels of Organization and Explanatory Costs and Benefits An Example: The Assumption of the Purity of Gametes in Heterozygote Identificatory Hypotheses as Tools in Search for Explanations Appendix: Modifications Appropriate to a Cost-Benefit Version of Salmon's Account of Explanation 12. Emergence as Non-Aggregativity and of Reductionism(s) Reduction and Emergence Aggregativity Perspectival, Contextual, and Representational Complexities or, Ain't Quite So Simple as That! Adaptation to Fine- and Coarse-Grained Environments: Derivational Paradoxes for a Formal Account of Aggregativity Aggregativity and Dimensionality Aggregativity as a Heuristic for Evaluating Decompositions, and Our Concepts of Natural Kinds Reductionisms and Revisited IV. ENGINEERING AN EVOLUTIONARY VIEW OF SCIENCE 13. Epilogue: On Softening of Hard Sciences From Straw-Man Reductionist to Lover of Complexity Messiness in State-of-the-Art Theoretical Physics Hidden Elegance and Revelations in Run-of-the-Mill Applied Science Pure versus Applied Science, and What Difference Should It Make? Hortatory Closure Appendix A. Important Properties of Heuristics Appendix B. Common Reductionistic Heuristics Appendix C. Glossary of Key Concepts and Assumptions Appendix D. A Panoply of LaPlacean and Leibnizian Demons Notes Bibliography Credits Index