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The work described in this book was first presented at the Second Workshop on Genetic Programming, Theory and Practice, organized by the Center for the Study of Complex Systems at the University of Michigan, Ann Arbor, 13-15 May 2004. The goal of this workshop series is to promote the exchange of research results and ideas between those who focus on Genetic Programming (GP) theory and those who focus on the application of GP to various re- world problems. In order to facilitate these interactions, the number of talks and participants was small and the time for discussion was large. Further, participants were asked to review each other's chapters before the workshop. Those reviewer comments, as well as discussion at the workshop, are reflected in the chapters presented in this book. Additional information about the workshop, addendums to chapters, and a site for continuing discussions by participants and by others can be found at http://cscs.umich.edu:8000/GPTP-20041. We thank all the workshop participants for making the workshop an exciting and productive three days. In particular we thank all the authors, without whose hard work and creative talents, neither the workshop nor the book would be possible. We also thank our keynote speakers Lawrence ("Dave") Davis of NuTech Solutions, Inc., Jordan Pollack of Brandeis University, and Richard Lenski of Michigan State University, who delivered three thought-provoking speeches that inspired a great deal of discussion among the participants.

The Chromosome 22q11.2 Deletion Syndrome: A Multidisciplinary Approach to Diagnosis and Treatment serves as the first comprehensive, user-friendly resource on the etiology, prognosis, and recurrence risk associated with the chromosome 22q11.2 deletion syndrome. Leading international contributors cover the background, genetics, testing methods, and pathophysiology of 22q11.2DS, placing emphasis on a strong foundation for multidisciplinary treatment strategies. Written by specialists in every applicable subspecialty, such as, cardiology, immunology, endocrinology, gastroenterology, hematology, ophthalmology, neurology, and psychiatry, among other fields. This book presents an authoritative resource with full color images that enhance concept illustration and aid in real-time decision-making. As 22q11.2 deletion syndrome has become a model for understanding rare and frequent anomalies, numerous medical issues, cognitive and behavioral phenotypes, and later onset conditions, this text will become the go to resource for clinicians, researchers, trainees, and motivated family members, in gaining a full understanding of this complex chromosomal disorder. Provides a complete description of 22q11.2 deletion syndrome for healthcare professionals, researchers, trainees, and families affected by this common condition Presents diagnostic and treatment strategies to help tackle this complex and often undiagnosed and therefore undertreated condition Covered in a user-friendly, practical format that emphasizes evidence-based evaluation and treatment derived from the latest clinical experience and research in the field Features leading international contributors in numerous sub-specialties, representing the multisystem nature of this condition Includes full color figures, flow charts, tables, and patient images to guide real-time decision-making

Metabolic syndrome (MetS) is a set of co-morbidities that collectively increase an individual’s risk of developing cardiovascular disease, stroke, and type 2 diabetes mellitus (T2D). Per the World Health Organization (WHO), MetS is typically characterized by obesity, insulin resistance, hypertension, and hyperlipidemia. Building on this point, some of the major risk factors for development of MetS include increased weight or an obese phenotype, lack of physical activity, and genetics. Interestingly, the last decade has witnessed a deluge of Genome-Wide Association Studies (GWAS) that have linked hundreds of genomic with both collective MetS traits, as well as individual metabolic disorders sitting within it. Currently, in the post-GWAS era, the focus has shifted to characterization of these novel genomic to establish causality and disease relevance. This is being pursued by way of functional validation such as gain- and loss-of-function studies, investigating resulting metabolic phenotypes, mechanisms and pathways underlying these phenotypes, their prevalence and potential for risk stratification across populations, and finally, identification of therapeutic targets for pharmacological intervention.

Pheochromocytomas are rare but treacherous catecholamine-producing tumors, which if missed or not properly treated, will almost invariably prove fatal. Prompt diagnosis is, therefore, essential for effective treatment, usually by surgical resection. The manifestations are diverse and the tumor can mimic a variety of conditions, often resulting in either erroneous diagnoses or a delayed diagnosis. Reflecting the recent leaps in understanding this condition, Pheochromocytoma: Diagnosis, Localization, and Treatment provides a comprehensive update on the improvements in the diagnosis, localization, management and treatment of pheochromocytomas – providing you with the latest cutting edge science alongside best clinical practice. Written by the leading names in the field, the text details the significant developments in understanding the genetics and biology of the tumors, coupled with technological advances in the fields of analytical chemistry, genomics, molecular biology and nuclear medicine. The most comprehensive book on pheochromocytoma Provides cutting edge science and clinical guidance Written by the leading names in the field Authors present their recently developed novel biochemical test for the diagnosis of Pheochromocytoma

This book reevaluates the health risks of ionizing radiation in light of data that have become available since the 1980 report on this subject was published. The data include new, much more reliable dose estimates for the A-bomb survivors, the results of an additional 14 years of follow-up of the survivors for cancer mortality, recent results of follow-up studies of persons irradiated for medical purposes, and results of relevant experiments with laboratory animals and cultured cells. It analyzes the data in terms of risk estimates for specific organs in relation to dose and time after exposure, and compares radiation effects between Japanese and Western populations.

Few would dispute the truth of the statement `People are Different', but there is much controversy over why. This book authoritatively explains the methods used to understand human variation, and extends them far beyond the primary `nature or nurture' question. After chapters on basic statistics, biometrical genetics, matrix algebra and path analysis, there is a state-of-the-art account of how to fit genetic models using the LISREL package. The authors explain not only the assumptions of the twin method, but how to test them. The elementary model is expanded to cover sex limitation, sibling interaction, multivariate and longitudinal data, observer ratings, and twin-family studies. Throughout, the methods are illustrated by applications to diverse areas such as obesity, major depression, alcohol comsumption, delinquency, allergies, and common fears.

Defines the current status of research in the genetics, anatomy, and development of the nematode C. elegans, providing a detailed molecular explanation of how development is regulated and how the nervous system specifies varied aspects of behavior. Contains sections on the genome, development, neural networks and behavior, and life history and evolution. Appendices offer genetic nomenclature, a list of laboratory strain and allele designations, skeleton genetic maps, a list of characterized genes, a table of neurotransmitter assignments for specific neurons, and information on codon usage. Includes bandw photos. For researchers in worm studies, as well as the wider community of researchers in cell and molecular biology. Annotation copyrighted by Book News, Inc., Portland, OR

Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The material contained in this contributed volume was developed from a workshop at the University of Michigan's Center for the Study of Complex Systems where an international group of genetic programming theorists and practitioners met to examine how GP theory informs practice and how GP practice impacts GP theory. The contributions cover the full spectrum of this relationship and are written by leading GP theorists from major universities, as well as active practitioners from leading industries and businesses. Chapters include such topics as John Koza's development of human-competitive electronic circuit designs; David Goldberg's application of "competent GA" methodology to GP; Jason Daida's discovery of a new set of factors underlying the dynamics of GP starting from applied research; and Stephen Freeland's essay on the lessons of biology for GP and the potential impact of GP on evolutionary theory. The book also includes chapters on the dynamics of GP, the selection of operators and population sizing, specific applications such as stock selection in emerging markets, predicting oil field production, modeling chemical production processes, and developing new diagnostics from genomic data. Genetic Programming Theory and Practice is an excellent reference for researchers working in evolutionary algorithms and for practitioners seeking innovative methods to solve difficult computing problems.

* This book deals with the fundamentals of genetic algorithms and their applications in a variety of different areas of engineering and science * Most significant update to the second edition is the MATLAB codes that accompany the text * Provides a thorough discussion of hybrid genetic algorithms * Features more examples than first edition