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One of the very few accounts in English of German idealism, this ambitious work advances and revises our understanding of both the history and the thought of the classical period of German philosophy. As he traces the structure and evolution of idealism as a doctrine, Frederick Beiser exposes a strong objective, or realist, strain running from Kant to Hegel and identifies the crucial role of the early romantics—Hölderlin, Schlegel, and Novalis—as the founders of absolute idealism.
1. Introduction to pattern classification. 1.1. Pattern classification. 1.2. Induction algorithms. 1.3. Rule induction. 1.4. Decision trees. 1.5. Bayesian methods. 1.6. Other induction methods -- 2. Introduction to ensemble learning. 2.1. Back to the roots. 2.2. The wisdom of crowds. 2.3. The bagging algorithm. 2.4. The boosting algorithm. 2.5. The AdaBoost algorithm. 2.6. No free lunch theorem and ensemble learning. 2.7. Bias-variance decomposition and ensemble learning. 2.8. Occam's razor and ensemble learning. 2.9. Classifier dependency. 2.10. Ensemble methods for advanced classification tasks -- 3. Ensemble classification. 3.1. Fusions methods. 3.2. Selecting classification. 3.3. Mixture...
The philosophy of Solomon Maimon (1753-1800) is usually considered an important link between Kant's transcendental philosophy and German idealism. Highly praised during his lifetime, over the past two centuries Maimon's genius has been poorly understood and often ignored. Meir Buzaglo offers a reconstruction of Maimon's philosophy, revealing that its true nature becomes apparent only when viewed in light of his philosophy of mathematics.This provides the key to understanding Maimon's solution to Kant's quid juris question concerning the connection between intuition and concept in mathematics. Maimon's original approach avoids dispensing with intuition (as in some versions of logicism and formalism) while reducing the reliance on intuition in its Kantian sense. As Buzaglo demonstrates, this led Maimon to question Kant's ultimate rejection of the possibility of metaphysics and, simultaneously, to suggest a unique type of skepticism.
With extraordinary chutzpah and deep philosophical seriousness Solomon ben Joshua of Lithuania renamed himself after his medieval intellectual hero, Moses Maimonides. This is a study of Maimon, perhaps the most controversial figure of the late 18th century Jewish Enlightenment.
Luigi Azzariti-Fumaroli, Lidia Gasperoni, Presentazione • Paul Franks, From Quine to Hegel: Naturalism, Anti-Realism and Maimon’s Question Quid Facti • Christoph Asmuth, Salomon Maimon und die Transzendentalphilosophie ganz grundsätzlich • Gideon Freudenthal, Overturning the Narrative: Maimon vs. Kant • Luigi Azzariti-Fumaroli, Uno schlemiel trascendentale. Salomon Maimon fra momenti di vita e movimenti di pensiero • Daniel Elon, Skepsis und System. Salomon Maimons Versuch über die Transzendental-philosophie und Gottlob E. Schulzes Aenesidemus in chiastischer Gegen-überstellung • Meir Buzaglo, Salomon Maimon and the Regular Decahedron • Gualtiero Lorini, Verità, linguaggi...
Since I started working in the area of nonlinear programming and, later on, variational inequality problems, I have frequently been surprised to find that many algorithms, however scattered in numerous journals, monographs and books, and described rather differently, are closely related to each other. This book is meant to help the reader understand and relate algorithms to each other in some intuitive fashion, and represents, in this respect, a consolidation of the field. The framework of algorithms presented in this book is called Cost Approxi mation. (The preface of the Ph.D. thesis [Pat93d] explains the background to the work that lead to the thesis, and ultimately to this book.) It desc...
This book presents a first attempt to systematically collect, classify and solve various continuous-time scheduling problems. The classes of problems distinguish scheduling by the number of machines and products, production constraints and performance measures. Although such classes are usually considered to be a prerogative of only combinatorial scheduling literature, the scheduling methodology suggested in this book is based on two mathematical tools - optimal control and combinatorics. Generally considered as belonging to two totally different areas of research and application, these seemingly irreconcilable tools can be integrated in a unique solution approach with the advantages of both...
This book is devoted to the PSI method. Its appearance was a reaction to the unsatisfactory situation in applications of optimization methods in engineering. After comprehensive testing of the PSI method in various fields of machine engineering it has become obvious that this method substantially surpasses all other available techniques in many respects. It has now become known that the PSI method is successfully used not only in machine design, at which it was initially aimed, but also in polymer chemistry, pharmacy, nuclear energy, biology, geophysics, and many other fields of human activity. To all appearances this method has become so popular for its potential of taking into account the ...
The book discusses a new approach to the classification problem following the decision support orientation of multicriteria decision aid. The book reviews the existing research on the development of classification methods, investigating the corresponding model development procedures, and providing a thorough analysis of their performance both in experimental situations and real-world problems from the field of finance. Audience: Researchers and professionals working in management science, decision analysis, operations research, financial/banking analysis, economics, statistics, computer science, as well as graduate students in management science and operations research.
FIRST PART Preparation of the Investment 1. Investments in the Company 19 The decline of stability . . 19 The change in direction of studies on the investment process. 25 Basic elements for arithmetical study of selection 29 Thc study of selection from non-numerical elements. 37 2. Programming Investment Activity 49 Classical programming techniques. 49 Handling of an investment programme. 56 Incorporation of costs into investment projects . . . . . . . . . . . . . . . . . . 66 Estimating financial needs throughout the process. 72 3. Financial Risk of Investment 85 Financial aspects of the investment process. 85 Determination of the financial capacity of the investment . . 89 From pre-diagnos...