LEADER 04524nam 22007095 450 001 9911035053603321 005 20251028120408.0 010 $a9783031951671 024 7 $a10.1007/978-3-031-95167-1 035 $a(CKB)41827035400041 035 $a(MiAaPQ)EBC32378986 035 $a(Au-PeEL)EBL32378986 035 $a(DE-He213)978-3-031-95167-1 035 $a(OCoLC)1574117537 035 $a(EXLCZ)9941827035400041 100 $a20251028d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aOptimal Quadratic Programming and QCQP Algorithms with Applications /$fby Zden?k Dostál 205 $a2nd ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (669 pages) 225 1 $aSpringer Optimization and Its Applications,$x1931-6836 ;$v23 311 08$a9783031951664 327 $aPreface -- Part I Background -- Chapter 1 Linear Algebra -- Chapter 2 Optimization -- Part II Basic Algorithms -- Chapter 3 Gradient Methods -- Chapter 4 Conjugate Gradients as Direct Method -- Chapter 5 Gradient Projection -- Chapter 6 From Penalty to Exact Augmented Lagrangians -- Chapter 7 Active Sets with Finite Termination -- Part III Optimal Algorithms -- Chapter 8 Conjugate Gradients as Iterative Method -- Chapter 9 SMALE for Equality Constraints -- Chapter 10 MPRGP for Bound Constraints -- Chapter 11 MPGP and PBBF for Separable QCQP -- Chapter 12 Solvers for Separable and Equality QP/QCQP Problems -- Part IV Case Studies -- Chapter 13 Elliptic Variational Inequalities -- Chapter 14 Contact Problem with Friction -- Chapter 15 Model Predictive Control -- Chapter 16 Support Vector Machines -- Chapter 17 PERMON and ESPRESO Software -- References. 330 $aThis book presents cutting-edge algorithms for solving large-scale quadratic programming (QP) and/or QPSQP. While applying these algorithms to the class of QP problems with the spectrum confined to a positive interval, the theory guarantees finding the prescribed precision solution through a uniformly bounded number of simple iterations, like matrix-vector multiplications. Key concepts explored include the active set strategy, spectral gradients, and augmented Lagrangian methods. The book provides a comprehensive quantitative convergence theory, avoiding unspecified constants. Through detailed numerical experiments, the author demonstrates the algorithms' superior performance compared to traditional methods, especially in handling large problems with sparse Hessian. The performance of the algorithms is shown on large-scale (billions of variables) problems of mechanics, optimal control, and support vector machines. Ideal for researchers and practitioners in optimization and computational mathematics, this volume is also an introductory text and a reference for advanced studies in nonlinear programming. Whether you're a scholar in applied mathematics or an engineer tackling complex optimization challenges, this book offers valuable insights and practical tools for your work. 410 0$aSpringer Optimization and Its Applications,$x1931-6836 ;$v23 606 $aMathematical optimization 606 $aCalculus of variations 606 $aOperations research 606 $aManagement science 606 $aEngineering mathematics 606 $aEngineering$xData processing 606 $aNumerical analysis 606 $aCalculus of Variations and Optimization 606 $aOperations Research, Management Science 606 $aMathematical and Computational Engineering Applications 606 $aNumerical Analysis 615 0$aMathematical optimization. 615 0$aCalculus of variations. 615 0$aOperations research. 615 0$aManagement science. 615 0$aEngineering mathematics. 615 0$aEngineering$xData processing. 615 0$aNumerical analysis. 615 14$aCalculus of Variations and Optimization. 615 24$aOperations Research, Management Science. 615 24$aMathematical and Computational Engineering Applications. 615 24$aNumerical Analysis. 676 $a519.6 676 $a515.64 700 $aDosta?l$b Zdene?k$00 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911035053603321 996 $aOptimal Quadratic Programming and QCQP Algorithms with Applications$94451920 997 $aUNINA LEADER 09988nam 2200817 a 450 001 9911110147703321 005 20251017110138.0 010 $a9786610191994 010 $a9780309175296 010 $a0309175291 010 $a9781280191992 010 $a1280191996 010 $a9780309553186 010 $a0309553180 010 $a9780585032467 010 $a0585032467 035 $a(CKB)110986584751864 035 $a(OCoLC)42329948 035 $a(CaPaEBR)ebrary10062776 035 $a(SSID)ssj0000119877 035 $a(PQKBManifestationID)11141760 035 $a(PQKBTitleCode)TC0000119877 035 $a(PQKBWorkID)10073523 035 $a(PQKB)10675902 035 $a(MiAaPQ)EBC3376928 035 $a(Au-PeEL)EBL3376928 035 $a(CaPaEBR)ebr10062776 035 $a(OCoLC)923266989 035 $a(Perlego)4734459 035 $a(DNLM)824671 035 $a(BIP)47237375 035 $a(EXLCZ)99110986584751864 100 $a19960819d1996 uy 0 101 0 $aeng 135 $aurcn||||||||| 181 $ctxt 182 $cc 183 $acr 200 00$aChanging numbers, changing needs $eAmerican Indian demography and public health /$fGary D. Sandefur, Ronald R. Rindfuss, and Barney Cohen, editors 205 $a1st ed. 210 $aWashington, D.C. $cNational Academy Press$d1996 215 $a1 online resource (326 p.) 300 $a"Committee on Population, Commission on Behavioral and Social Sciences and Education, National Research Council." 311 08$a9780309055482 311 08$a0309055482 320 $aIncludes bibliographical references. 327 $aChanging Numbers, Changing Needs -- Copyright -- Contributors -- Preface -- Contents -- 1 Introduction -- QUESTIONS AND ISSUES -- MAJOR FINDINGS -- What Are the Major Population and Health Trends? -- How Do We Identify, Enumerate, and Sample the Population? -- How Are American Indians Faring Economically and Socially? -- What Are Some Major Health Problems Facing American Indians? -- Are American Indians Receiving Adequate Healthcare? -- IMPLICATIONS FOR HEALTHCARE AND OTHER POLICIES -- QUESTIONS FOR FUTURE RESEARCH -- References -- I Overview of Demographic and Health Conditions -- 2 The Size and Distribution of the American Indian Population: Fertility, Mortality, Migration, and Residence -- REVIEW OF THE LITERATURE -- Fertility -- Mortality -- Migration -- SOME OBSERVATIONS ABOUT THE DATA -- Fertility and Mortality Data -- Migration Data -- FERTILITY -- Age at First Birth -- Children Ever Born -- Tribal Differences in Children Ever Born -- Residential Differences in Children Ever Born -- MORTALITY -- Summary Measures of Mortality -- Infant Mortality -- Leading Causes of Death -- POPULATION DISTRIBUTION AND MIGRATION -- Regional Distribution -- Place of Residence: Urban and Rural Population -- Place of Residence: Reservation Populations -- Migration -- CONCLUDING REMARKS -- References -- 3 Recent Health Trends In The Native American Population -- INTRODUCTION -- METHODOLOGICAL ISSUES -- OVERALL TRENDS -- RELATIVE RISKS -- REGIONAL VARIATIONS -- HEALTH DETERMINANTS -- CONCLUSIONS -- References -- II Identification: Indications and Consequences -- 4 The Growing American Indian Population, 1960-1990: Beyond Demography -- INTRODUCTION -- Data Collection Methods -- Overview of the Chapter -- NATIONAL DEMOGRAPHIC FACTORS -- Population Size and Growth Rate -- Error of Closure -- SOURCES OF NONDEMOGRAPHIC INCREASE -- Ancestry and Race. 327 $aAge Patterns of Increase -- Birth Statistics -- GEOGRAPHIC DISTRIBUTION -- Errors of Closure for States -- Births and Deaths -- CONCLUSION -- REFERENCES -- 5 Tribal Membership Requirements and the Demography of "Old" and "New" Native Americans -- INTRODUCTION -- OLD" AND "NEW" NATIVE AMERICANS -- TRIBAL MEMBERSHIP REQUIREMENTS -- IMPLICATIONS OF URBANIZATION AND INTERMARRIAGE -- CONCLUSIONS -- References -- 6 Problems in Sampling the Native American and Alaska Native Populations -- INTRODUCTION -- TWO EXAMPLES OF SURVEYS OF THE NATIVE AMERICAN POPULATION -- PROBLEMS OF DEFINITION -- THE PROBLEM OF CULTURAL SUBGROUPS -- A SAMPLING STRATEGY -- CONCLUDING REMARKS -- REFERENCES -- III Social and Economic Conditions -- 7 The Individual Economic Well-Being of Native American Men and Women During the 1980s: A Decade of Moving Backwards -- INTRODUCTION -- A SIMPLE METHOD OF ANALYSIS AND DATA PRESENTATION -- ANNUAL INCOME, ANNUAL EARNINGS, ANNUAL HOURS WORKED, AND HOURLY EARNINGS -- THE INCOME EQUATION -- EQUATIONS FOR HOURLY EARNINGS AND ANNUAL HOURS WORKED -- PULLING THE THREADS TOGETHER -- CONCLUDING COMMENTS -- References -- 8 American Indian Poverty on Reservations, 1969-1989 -- INTRODUCTION -- DATA -- DESCRIPTIVE RESULTS -- Comparisons of Poverty Rates -- Comparisons of Income -- DISCUSSION -- Spatial Variations in Income and Poverty -- Business Cycle Factors -- Migration and Changes in Self-identification -- Possible Demographic Explanations -- Possible Political Explanations -- Changes in Federal Expenditures -- Increases in Wage Inequality -- Changes in Gambling and Casinos as a Possible Explanation -- MULTIVARIATE ANALYSIS -- CONCLUSION -- References -- 9 The Demography of American Indian Families -- INTRODUCTION -- LIMITATIONS OF CENSUS DATA FOR UNDERSTANDING AMERICAN INDIAN FAMILIES -- GROUPS WITHIN THE AMERICAN INDIAN POPULATION. 327 $aSELECTED FEATURES OF AMERICAN INDIAN FAMILIES -- Children Living with Two Parents -- Possible Factors Associated with the Prevalence of Single-Parent Families -- Women Who Have Never Married -- Divorce -- Interracial Marriage -- SUMMARY AND CONCLUSIONS -- REFERENCES -- 10 Demography of American Indian Elders: Social, Economic, and Health Status -- INTRODUCTION -- MARITAL STATUS AND HOUSEHOLD COMPOSITION -- ECONOMIC STATUS -- Poverty -- Sources of Income -- SPATIAL DISTRIBUTION -- MORTALITY AND DISABILITY -- Life Expectancy at Birth -- Comparative Mortality Rates -- Trends in Mortality: 1977-1988 -- Disability Status -- DISCUSSION -- References -- IV Health Issues and Health Care Access and Utilization -- 11 Overview of Alcohol Abuse Epidemiology for American Indian Populations -- STEREOTYPES OF INDIAN DRINKING -- EPIDEMIOLOGY OF INDIAN YOUTH SUBSTANCE ABUSE FROM SURVEYS -- ADULT ALCOHOL ABUSE SURVEYS -- Patterns of Heavy Use -- Less-Problematic Patterns -- LONGITUDINAL FOLLOW-UP STUDIES OF ADULT INDIAN DRINKERS -- CURRENT DATA ON ALCOHOL-INVOLVED MORTALITY -- Mortality Rates -- Male And Female Alcohol-Involved Deaths As A Percentage Of All Deaths -- Age-Adjusted Rates -- Alcohol-Related Versus Alcohol-Specific Mortality -- Explanations of Tribal Variations in Rates -- FETAL ALCOHOL SYNDROME -- PREVENTION OF ALCOHOL PROBLEMS -- Primary Prevention -- Secondary Prevention -- Tertiary Prevention -- SUMMARY OF FINDINGS AND AREAS FOR FUTURE RESEARCH -- References -- 12 Diabetes Mellitus in Native Americans: The Problem and Its Implications -- INTRODUCTION -- PIMA INDIAN STUDY -- MAGNITUDE OF THE PROBLEM OF NIDDM IN NATIVE AMERICANS -- Prevalence -- Incidence -- DETERMINANTS OF NIDDM -- Genetic Factors -- Environmental Factors -- Obesity -- Diet -- Physical Activity -- COMPLICATIONS OF NIDDM -- Mortality -- End-Stage Renal Disease (ESRD). 327 $aLower-Extremity Amputation (LEA) -- POTENTIAL FOR PREVENTION -- Prevention of NIDDM -- High-Risk Strategy -- Population Strategy -- Potential Benefit from Prevention -- Prevention of Complications -- Early Detection of NIDDM -- Blood Glucose Control -- Early Detection and Management of Complications -- RESEARCH TO FACILITATE PREVENTION OF NIDDM AND ITS COMPLICATIONS -- Population-based Primary Prevention -- Blood Glucose Control -- Economic Appraisal -- References -- 13 Healthcare Utilization, Expenditures, and Insurance Coverage for American Indians and Alaska Natives Eligible for the? -- INTRODUCTION -- DATA AND METHODS -- Sources of Data -- Definition of Key Variables -- Data Limitations -- FINDINGS -- Characteristics and Healthcare Coverage of the SAIAN Population -- Regular Source of Healthcare -- Use of Healthcare Services -- Out-Of-Pocket Expenditures -- DISCUSSION -- References. 330 $aThe reported population of American Indians and Alaska Natives has grown rapidly over the past 20 years. These changes raise questions for the Indian Health Service and other agencies responsible for serving the American Indian population. How big is the population? What are its health care and insurance needs? This volume presents an up-to-date summary of what is known about the demography of American Indian and Alaska Native population--their age and geographic distributions, household structure, employment, and disability and disease patterns. This information is critical for health care planners who must determine the eligible population for Indian health services and the costs of providing them. The volume will also be of interest to researchers and policymakers concerned about the future characteristics and needs of the American Indian population. 606 $aUrban Indigenous peoples$zNorth America$xPopulation 606 $aIndians of North America$xHealth and hygiene 606 $aIndians of North America$xEconomic conditions 606 $aIndians of North America$xMedical care 615 0$aUrban Indigenous peoples$xPopulation. 615 0$aIndians of North America$xHealth and hygiene. 615 0$aIndians of North America$xEconomic conditions. 615 0$aIndians of North America$xMedical care. 676 $a362.1/08997 701 $aSandefur$b Gary D.$f1951-$0140523 701 $aRindfuss$b Ronald R.$f1946-$01921000 701 $aCohen$b Barney$f1959-$01918637 712 02$aNational Research Council (U.S.).$bCommittee on Population. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911110147703321 996 $aChanging numbers, changing needs$94667017 997 $aUNINA