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Extending Explanation-Based Learning by Generalizing the Structure of Explanations

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Extending Explanation-Based Learning by Generalizing the Structure of Explanations presents several fully-implemented computer systems that reflect theories of how to extend an interesting subfield of machine learning called explanation-based learning.  This book discusses the need for generalizing explanation structures, relevance to research areas outside machine learning, and schema-based problem solving. The result of standard explanation-based learning, BAGGER generalization algorithm, and empirical analysis of explanation-based learning are also elaborated. This text likewise covers the effect of increased problem complexity, rule access strategies, empirical study of BAGGER2, and related work in similarity-based learning.  This publication is suitable for readers interested in machine learning, especially explanation-based learning.

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The Functions of Language and Cognition provides a forum for articulating a functional approach to language and cognition. This book discusses the influence of structural approaches to language and thought.  Organized into 10 chapters, this book begins with an overview of a comprehensive alternative treatment of cognitive and linguistic functioning from a social, functional perspective. This text then discusses some considerations for a theory of skills and of cognitive development in general. Other chapters focus on acquisition of perceptual concepts rather than logical, verbal, or mathematical concepts. This book examines as well each of the possible limits in terms of their potential effects on cognitive development and in terms of the evidence regarding their actual effects. The final chapter deals with the influence of personal standards and strategies on therapy outcomes.  This book is a valuable resource for graduate and upper-level undergraduate students in developmental psychology, clinical psychology, cognitive psychology, education, and rehabilitation.

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Grover J. Whitehurst, Barry J. Zimmerman

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Stochastic Optimization Models in Finance

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Stochastic Optimization Models in Finance focuses on the applications of stochastic optimization models in finance, with emphasis on results and methods that can and have been utilized in the analysis of real financial problems. The discussions are organized around five themes: mathematical tools; qualitative economic results; static portfolio selection models; dynamic models that are reducible to static models; and dynamic models.  This volume consists of five parts and begins with an overview of expected utility theory, followed by an analysis of convexity and the Kuhn-Tucker conditions. The reader is then introduced to dynamic programming; stochastic dominance; and measures of risk aversion. Subsequent chapters deal with separation theorems; existence and diversification of optimal portfolio policies; effects of taxes on risk taking; and two-period consumption models and portfolio revision. The book also describes models of optimal capital accumulation and portfolio selection.   This monograph will be of value to mathematicians and economists as well as to those interested in economic theory and mathematical economics.

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Knowledge Structures and Control Strategies

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Design Problem Solving: Knowledge Structures and Control Strategies describes the application of the generic task methodology to the problem of routine design.  This book discusses the generic task methodology and what constitutes the essence of the Al approach to problem solving, including the analysis of design as an information processing activity. The basic design problem solving framework, DSPL language, and AIR-CYL Air cylinder design system are also elaborated.  Other topics include the high level languages based on generic tasks, structure of a Class 3 design problem solver, and failure handling in routine design. The conceptual structure for the air cylinder and improvements to DSPL system support are likewise covered in this text.  This publication is beneficial to students and specialists concerned with solving design problems.

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Applications of Number Theory to Numerical Analysis

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Applications of Number Theory to Numerical Analysis contains the proceedings of the Symposium on Applications of Number Theory to Numerical Analysis, held in Quebec, Canada, on September 9-14, 1971, under the sponsorship of the University of Montreal's Center for Research in Mathematics. The symposium provided a forum for discussing number theory and its applications to numerical analysis, tackling topics ranging from methods used in estimating discrepancy to the structure of linear congruential sequences.  Comprised of 17 chapters, this book begins by considering some combinatorial problems studied experimentally on computing machines. The discussion then turns to experiments on optimal coefficients; a distribution problem in finite sets; and the statistical interdependence of pseudo-random numbers generated by the linear congruential method. Subsequent chapters deal with lattice structure and reduced bases of random vectors generated by linear recurrences; modulo optimization problems and integer linear programming; equivalent forms of zero-one programs; and number theoretic foundations of finite precision arithmetic.   This monograph will be of interest to students and practitioners in the field of applied mathematics.

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Clinical Genetics: Problems in Diagnosis and Counseling presents the proceedings of the Twelfth Annual New York State Health Department Birth Defects Symposium.  The book provides practical information applicable to counseling situations for selected diagnoses and a summary of the limitations of diagnosis and counseling for genetic disorders. The text contains chapters devoted to the description of restriction enzyme site detection and prenatal diagnosis of hemoglobinopathy; counseling for mental retardation of unknown etiology, for idiopathic dysmorphic syndromes, and for psychiatric disorders; interpretation of prenatal cytogenetic diagnosis; preconceptual vitamin supplementation; and cystic fibrosis.  Geneticists, clinicians, and physicians will find the book insightful.

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Ann M. Willey, Thomas P. Carter, Sally Kelly

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The Brain and Psychology reports on recent findings of research on the brain. The book is organized into three parts. Part I deals with the organization of the brain, including its structural and its functional organizations The discussions cover the anatomy, physiology, and chemistry of the brain; and the functional organization of the brain (the psychological and behavioral functions of structures in the spinal cord, brainstem, cerebellum, and forebrain, especially the cerebral cortex). Part II describes research on the information-processing systems of the brain. It covers attention and its motivational and emotional controls; visual perception and memory; and a model of language structures of the brain; and cerebral asymmetry in cognitive processes and individual differences in brain function. Part III relates the research on the brain to several problems in psychology as these relationships are perceived by a brain researcher, a developmental psychologist, and an educational psychologist.

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Contributions to Nonlinear Functional Analysis

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Proceedings of a Symposium Conducted by the Mathematics Research Center, the University of Wisconsin, Madison, April 12-14, 1971

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Contributions to Nonlinear Functional Analysis contains the proceedings of a Symposium on Nonlinear Functional Analysis, held in Madison, Wisconsin, on April 12-14, 1971, under the sponsorship of the University of Wisconsin's Mathematics Research Center. The symposium provided a forum for discussing various topics related to nonlinear functional analysis, from transversality in nonlinear eigenvalue problems to monotonicity methods in Hilbert spaces and some applications to nonlinear partial differential equations.   Comprised of 15 chapters, this book begins by presenting an extension of Leray-Schauder degree and an application to a nonlinear elliptic boundary value problem. The discussion then turns to the use of degree theory to prove the existence of global continua of solutions of nonlinear eigenvalue problems; transversality in nonlinear eigenvalue problems; and how variational structure can be used to study some local questions in bifurcation theory. Subsequent chapters deal with the notion of monotone operators and monotonicity theory; a nonlinear version of the Hille-Yosida theorem; a version of the penalty method for the Navier-Stokes equations; and various types of weak solutions for minimizing problems in the spirit of duality theory for convex functionals.    This monograph will be of interest to students and practitioners in the field of mathematics who want to learn more about nonlinear functional analysis.

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The Theory and Estimation of Intrajurisdictional Property Tax Capitalization

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Property Taxes and House Values: The Theory and Estimation of Intrajurisdictional Property Tax Capitalization explains the link between property taxes and house values and elaborates public policies that alter property taxes, such as assessment reform and state aid.  This book introduces the concept of property tax capitalization and discusses the importance of tax capitalization for public policy. The topics include the simple algebra of property tax capitalization, inherent econometric difficulties, and household utility maximization problem. The anticipation of revaluation, revaluation in Brockton, and nonlinear two-stage least squares estimator are also described. This text likewise covers the estimates of the degree of property tax capitalization and horizontal equity of tax rate changes.  This publication is recommended for academics, public officials, and homeowners.

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John Yinger, Howard S. Bloom, Axel Börsch-Supan, Edwin S. Mills

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Iterative Solution of Large Linear Systems

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Iterative Solution of Large Linear Systems describes the systematic development of a substantial portion of the theory of iterative methods for solving large linear systems, with emphasis on practical techniques. The focal point of the book is an analysis of the convergence properties of the successive overrelaxation (SOR) method as applied to a linear system where the matrix is "consistently ordered".  Comprised of 18 chapters, this volume begins by showing how the solution of a certain partial differential equation by finite difference methods leads to a large linear system with a sparse matrix. The next chapter reviews matrix theory and the properties of matrices, as well as several theorems of matrix theory without proof. A number of iterative methods, including the SOR method, are then considered. Convergence theorems are also given for various iterative methods under certain assumptions on the matrix A of the system. Subsequent chapters deal with the eigenvalues of the SOR method for consistently ordered matrices; the optimum relaxation factor; nonstationary linear iterative methods; and semi-iterative methods.   This book will be of interest to students and practitioners in the fields of computer science and applied mathematics.

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The Expected-Outcome Model of Two-Player Games

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The Expected-Outcome Model of Two-Player Games deals with the expected-outcome model of two-player games, in which the relative merit of game-tree nodes, rather than board positions, is considered. The ambiguity of static evaluation and the problems it generates in the search system are examined and the development of a domain-independent static evaluator is described.    Comprised of eight chapters, this book begins with an overview of the rationale for the mathematical study of games, followed by a discussion on some previous artificial intelligence (AI) research efforts on game-trees. The next section opens with the definition of a node's expected-outcome value as the expected value of the leaves beneath it. The expected-outcome model is outlined, paying particular attention to the expected-outcome value of a game-tree node. This model was implemented on some small versions of tic-tac-toe and Othello. The book also presents results that offer strong support for both the validity of the expected-outcome model and the rationality of its underlying assumptions.   This monograph is intended for specialists in AI and computer science.

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The Psychology of Human Memory presents a comprehensive discussion on the principles of human memory.  The book is primarily concerned with theories and experiments on the acquisition and use of information. Topics on theoretical ideas that formed the basis for the earliest studies of memory; memory processes; aspects of association theory; capacity limitations; coding processes; types of memories; and applied memory research are also tackled.  Psychologists, educators, psychiatrists, and students will find the book a good reference material.

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A Many-Sorted Calculus Based on Resolution and Paramodulation

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A Many-Sorted Calculus Based on Resolution and Paramodulation emphasizes the utilization of advantages and concepts of many-sorted logic for resolution and paramodulation based automated theorem proving.  This book considers some first-order calculus that defines how theorems from given hypotheses by pure syntactic reasoning are obtained, shifting all the semantic and implicit argumentation to the syntactic and explicit level of formal first-order reasoning. This text discusses the efficiency of many-sorted reasoning, formal preliminaries for the RP- and ?RP-calculus, and many-sorted term rewriting and unification. The completeness and soundness of the ?RP-calculus, sort theorem, and automated theorem prover for the ?RP-calculus are also elaborated.  This publication is a good source for students and researchers interested in many-sorted calculus.

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Paleontology and Neontology of Cephalopods

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Paleontology and Neontology of Cephalopods examines information that throws new light on the evolution of coleoids. This book is part of a multivolume work, The Mollusca, which attempts to provide comprehensive treatment of major areas of molluscan research. The Mollusca is intended to serve several disciplineszoology, biochemistry, physiology, and paleontology. It will prove useful to researchers and to all others with interests in mollusks.  The book begins with a review of the main features of cephalopod evolution. This is followed by separate chapters on the evolution of the gladius in coleoids; the buccal mass of Cephalopoda; beaks of living coleoid Cephalopoda; cephalopod hooks; statoliths of cephalopods; buoyancy and locomotion in recent cephalopods; and evolution of the cephalopod brain and cephalopod statocyst. Subsequent chapters deal with the photophore structure and evolution within the Enoploteuthinae; the interrelationships of genera within the Ommastrephidae; evolutionary pathways traversed by the cephalopod family Cranchiidae; the cephalopod fauna of the European Mediterranean; and the evolution of recent cephalopods.

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Tradition and Change in European Age Relations 1770Present

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Youth and History: Tradition and Change in European Age Relations 1770-Present deals with the patterns of behavior and styles that characterizes the youth in a particular period of time.  Chapters in the book discuss such topics as the description of youth in preindustrial Europe; the emergence of separate working class and middle class traditions of youth and the conflict between these traditions, as it was institutionalized in the academic and extracurricular cultures of the early twentieth century; and the youth tradition in the volatile 1950s and 1960s.  Psychologists, sociologists, and historians will find the book insightful.

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John R. Gillis, Charles Tilly, Edward Shorter

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Recent Advances in Clinical Therapeutics, Volume 1: Hypertension, Cardiovascular Disease, Analgesics, and Endocrine Disorders presents the clinical development in therapeutics. This book covers three major areas, including endocrinology, analgesics, and hypertension and other cardiovascular risk factors.  Organized into four parts encompassing 20 chapters, this volume begins with an overview of the stepped care approach to the treatment of hypertension. This text then summarizes the advances in various fields of medicine, including concepts or principles of pharmacotherapy. Other chapters consider the value of treating mild hypertension and the combined use of sodium nitroprusside and a chronotropic drug in congestive heart failure. This book discusses as well the methods in the therapy of diabetes mellitus. The final chapter deals with the three general approaches by which therapeutic agents are developed, namely, clinical methods, pharmacological methods, and chemical methods.  This book is a valuable resource for clinical pharmacologists, primary care physicians, and allied health professionals.

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Studies in Neurolinguistics, Volume 2 provides information pertinent to the fundamental aspects of neurolinguistics, which represent a synthesis of the brain sciences, the behavioral sciences, and the clinical sciences. This book discusses the interesting problems of neurolinguistics.  Organized into eight chapters, this volume begins with an overview of neurolinguistic analysis of a rare form of language impairment identified as mixed transcortical aphasia. This text then explains spoken language, reading ability, and writing ability in terms of both psychological and linguistic measures. Other chapters consider a theoretical discussion with supporting evidence which concludes that there is a common relationship between sequential movements of the upper limbs and verbal expression. This book discusses as well the linguistic properties of the right hemisphere and the nonlinguistic properties of the left hemisphere. The final chapter deals with analyzing evidence on cerebral localization and the linguistic features of the alexias.  This book is a valuable resource for clinical neurologists, psychologists, and speech pathologists.

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Circulation, Sediments, and Transfer of Material in the Estuary

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Estuarine Processes, Volume II: Circulation, Sediments, and Transfer of Material in the Estuary provides information pertinent to estuarine processes and focuses on dynamic interactions at several levels of organization. This book describes the effects of physical alterations on estuarial hydraulics, dissolved and particulate material support, and on aquatic biota.  Organized into six parts encompassing 27 chapters, this volume begins with an overview of the historic changes in salinity balance in the estuarial zone of the Sacramento-San Joaquin Delta. This text then reviews the effect of enlargement of artificial waterway of the Chesapeake and Delaware Canal, which has resulted in substantial alterations of the physical hydrography, biotic populations and chemical environment of the canal and its approaches. Other chapters consider the elements in a mathematical model for estuarial sediment transport. This book discusses as well sediment transport rates in coastal waters. The final chapter deals with accurate estimates of fish abundance for models of many estuarine processes.  This book is a valuable resource for ecologists, environmentalists, and scientists.

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Cardiac Pharmacology aims to interface basic and clinical knowledge of those interventions used or being studied for use in the treatment of heart disease.   The book is divided into four major sections which address intrinsic and neural control of cardiac function, pharmacologic modification of cardiac contractility and cardiac output, the genesis and control of cardiac arrhythmias, and pharmacologic manipulation of myocardial oxygen supply and demand. The last three sections contain a chapter describing the techniques employed in the study of that particular aspect of cardiac function and its alterations by pharmacologic interventions.  Cardiologists, pharmacologists, physiologists, and those interested in the area of cardiovascular medicine will find the book insightful.

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Biology of Proteoglycans provides a representative, but by no means inclusive, sample of current research on the role of proteoglycans in the cell biology of the extracellular matrix. The book is organized into four areas: methodological developments; proteoglycan metabolism; proteoglycans in cartilage; and proteoglycans in "soft" tissues. It begins with discussions of current methodological developments which have had enormous impact on understanding the complexity of proteoglycan structure. These include the use of monoclonal antibodies to probe the structure of the protein and carbohydrate portions of proteoglycans; and studies on the genes that code for the proteoglycan protein cores and associated proteins. This is followed by separate chapters on various aspects of proteoglycan metabolism, including the synthetic pathway used by cells to synthesize proteoglycans containing heparin and heparan sulfate; the molecular organization of different proteoglycans in cartilage; the role of proteoglycans and associated proteins in the calcification process in growth plate; and the emerging field of proteoglycans in "soft" or noncartilagenous tissue.