Models of Discovery


Book Description

We respect Herbert A. Simon as an established leader of empirical and logical analysis in the human sciences while we happily think of him as also the loner; of course he works with many colleagues but none can match him. He has been writing fruitfully and steadily for four decades in many fields, among them psychology, logic, decision theory, economics, computer science, management, production engineering, information and control theory, operations research, confirmation theory, and we must have omitted several. With all of them, he is at once the technical scientist and the philosophical critic and analyst. When writing of decisions and actions, he is at the interface of philosophy of science, decision theory, philosophy of the specific social sciences, and inventory theory (itself, for him, at the interface of economic theory, production engineering and information theory). When writing on causality, he is at the interface of methodology, metaphysics, logic and philosophy of physics, systems theory, and so on. Not that the interdisciplinary is his orthodoxy; we are delighted that he has chosen to include in this book both his early and little-appreciated treatment of straightforward philosophy of physics - the axioms of Newtonian mechanics, and also his fine papers on pure confirmation theory.




Models of Discovery


Book Description

In these essays, the author attacks the central problems in the philosophy of science from the viewpoint of a working scientist who relates the philosophical questions to methodological issues that have arisen in his own research. The essays deal with six main topics: the validation of hypotheses, the logic of causal ordering and its relation to the definability and identifiability of theoretical terms, the logic of imperatives and decisions, the structure of complex systems, the theory of scientific discovery, and the axiomization of scientific theories. He treats these topics in a unified way by employing the analytic tools of model theory and by putting the discovery of theories, rather than their testing, at the center of the stage. Questions surrounding the axiomization of theories are examined in the light of real examples (Newtonian mechanics and Ohm's law) rather than simplified, hypothetical ones. Formalisms are not avoided, but they are always used as a means and not as ends in themselves.--




Models of Discovery


Book Description




Model-Based Reasoning in Scientific Discovery


Book Description

The volume is based on the papers that were presented at the Interna tional Conference Model-Based Reasoning in Scientific Discovery (MBR'98), held at the Collegio Ghislieri, University of Pavia, Pavia, Italy, in December 1998. The papers explore how scientific thinking uses models and explanatory reasoning to produce creative changes in theories and concepts. The study of diagnostic, visual, spatial, analogical, and temporal rea soning has demonstrated that there are many ways of performing intelligent and creative reasoning that cannot be described with the help only of tradi tional notions of reasoning such as classical logic. Traditional accounts of scientific reasoning have restricted the notion of reasoning primarily to de ductive and inductive arguments. Understanding the contribution of model ing practices to discovery and conceptual change in science requires ex panding scientific reasoning to include complex forms of creative reasoning that are not always successful and can lead to incorrect solutions. The study of these heuristic ways of reasoning is situated at the crossroads of philoso phy, artificial intelligence, cognitive psychology, and logic; that is, at the heart of cognitive science. There are several key ingredients common to the various forms of model based reasoning to be considered in this book. The models are intended as in terpretations of target physical systems, processes, phenomena, or situations. The models are retrieved or constructed on the basis of potentially satisfying salient constraints of the target domain.




Model-Based Reasoning in Science and Technology


Book Description

This book contains contributions presented during the international conference on Model-Based Reasoning (MBR ́012), held on June 21-23 in Sestri Levante, Italy. Interdisciplinary researchers discuss in this volume how scientific cognition and other kinds of cognition make use of models, abduction, and explanatory reasoning in order to produce important or creative changes in theories and concepts. Some of the contributions analyzed the problem of model-based reasoning in technology and stressed the issues of scientific and technological innovation. The book is divided in three main parts: models, mental models, representations; abduction, problem solving and practical reasoning; historical, epistemological and technological issues. The volume is based on the papers that were presented at the international







Experiment, theory, and practice


Book Description

In tbis splendid collection of the articles and addresses of P. L. Kapitza, the author remarks on the insight of the 18th century Ukrainian philosopher Skovoroda who wrote: "We must be grateful to God that He created the world in such a way that everytbing simple is true, and everything compli cated is untrue. " At another place, Kapitza meditates on the roles played by instinct, imagination, audacity, experiment, and hard work in the develop ment of science, and for a moment seems to despair at understanding the dogged arguments of great scientists: "Einstein loved to refer to God when there was no more sensible argument!" With Academician Kapitza, there are reasoned arguments, plausible alter natives, humor and humane discipline, energy and patience, a skill for the practical, and transcendent clarity about what is at issue in theoretical practice as in engineering necessities. Kapitza has been physicist, engineer, research manager, teacher, humanist, and tbis book demonstrates that he is a wise interpreter of historical, philosophical, and social realities. He is also, in C. P. Snow's words, strong, brave, and good (Variety of Men, N. Y. 1966, p. 19). In this preface, we shall point to themes from Kapitza's interpretations of science and life. On scientific work. Good work is never done with someone else's hands. The separation of theory from experience, from experimental work, and from practice, above all harms theory itself.




Scientific Knowledge


Book Description

With this defense of intensional realism as a philosophical foundation for understanding scientific procedures and grounding scientific knowledge, James Fetzer provides a systematic alternative to much of recent work on scientific theory. To Fetzer, the current state of understanding the 'laws' of nature, or the 'law-like' statements of scientific theories, appears to be one of philosophical defeat; and he is determined to overcome that defeat. Based upon his incisive advocacy of the single-case propensity interpretation of probability, Fetzer develops a coherent structure within which the central problems of the philosophy of science find their solutions. Whether the reader accepts the author's contentions may, in the end, depend upon ancient choices in the interpretation of experience and explanation, but there can be little doubt of Fetzer's spirited competence in arguing for setting ontology before epistemology, and within the analysis of language. To us, Fetzer's ambition is appealing, fusing, as he says, the substantive commitment of the Popperian with the conscientious sensitivity of the Hempelian to the technical precision required for justified explication. To Fetzer, science is the objective pursuit of fallible general knowledge. This innocent character ization, which we suppose most scientists would welcome, receives a most careful elaboration in this book; it will demand equally careful critical con sideration. Center for the Philosophy and ROBERT S. COHEN History of Science, MARX W. WARTOFSKY Boston University October 1981 v TABLE OF CONTENTS EDITORIAL PREFACE v FOREWORD xi ACKNOWLEDGEMENTS xv PART I: CAUSATION 1.




Creativity, Psychology and the History of Science


Book Description

Creativity, Psychology, and the History of Science offers for the first time a comprehensive overview of the oeuvre of Howard E. Gruber, who is noted for his contributions both to the psychology of creativity and to the history of science. The present book includes papers from a wide range of topics. In the contributions to creativity research, Gruber proposes his key ideas for studying creative work. Gruber focuses on how the thinking, motivation and affect of extraordinarily creative individuals evolve and how they interact over long periods of time. Gruber’s approach bridges many disciplines and subdisciplines in psychology and beyond, several of which are represented in the present volume: cognitive psychology, developmental psychology, history of science, aesthetics, and politics. The volume thus presents a unique and comprehensive contribution to our understanding of the creative process. Many of Gruber's papers have not previously been easily accessible; they are presented here in thoroughly revised form.




The Concept of Scientific Law in the Philosophy of Science and Epistemology


Book Description

The author argues that a reconstruction of scientific laws should give an account of laws relating phenomena to underlying mechanisms generating them, as well as of laws relating this mechanism to its inherent capacities. While contemporary philosophy of science deals only with the former, the author provides the concept for the reconstruction of scientific laws, where the knowledge of the phenomena enables one to grasp the quantity of their cause. He then provides the concepts for scientific laws dealing with the relation of the quantity and quality of the cause underlying phenomena to the quality and quantity of its capacities. Finally, he provides concepts for scientific laws expressing how a certain cause, due to the quantity and quality of its capacities, generates the quantitative and qualitative determinations of its manifestations. The book is intended for philosophers of science and philosophers of social science, as well as for natural and social scientists.