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The classical Pontryagin maximum principle (addressed to deterministic finite dimensional control systems) is one of the three milestones in modern control theory. The corresponding theory is by now well-developed in the deterministic infinite dimensional setting and for the stochastic differential equations. However, very little is known about the same problem but for controlled stochastic (infinite dimensional) evolution equations when the diffusion term contains the control variables and the control domains are allowed to be non-convex. Indeed, it is one of the longstanding unsolved problems in stochastic control theory to establish the Pontryagintype maximum principle for this kind of general control systems: this book aims to give a solution to this problem. This book will be useful for both beginners and experts who are interested in optimal control theory for stochastic evolution equations.
Mathematical optimization. --- Distribution (Probability theory) --- Statistics. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Distribution functions --- Frequency distribution --- Characteristic functions --- Probabilities --- Optimization (Mathematics) --- Optimization techniques --- Optimization theory --- Systems optimization --- Mathematical analysis --- Maxima and minima --- Operations research --- Simulation methods --- System analysis --- Systems theory. --- Distribution (Probability theory. --- Finance. --- Systems Theory, Control. --- Calculus of Variations and Optimal Control; Optimization. --- Probability Theory and Stochastic Processes. --- Quantitative Finance. --- Statistics, general. --- Funding --- Funds --- Economics --- Currency question --- System theory. --- Calculus of variations. --- Probabilities. --- Economics, Mathematical . --- Statistics . --- Mathematical economics --- Probability --- Statistical inference --- Combinations --- Chance --- Least squares --- Mathematical statistics --- Risk --- Isoperimetrical problems --- Variations, Calculus of --- Systems, Theory of --- Systems science --- Science --- Methodology --- Philosophy --- Control theory. --- Social sciences—Mathematics. --- Systems Theory, Control . --- Calculus of Variations and Optimization. --- Probability Theory. --- Mathematics in Business, Economics and Finance. --- Dynamics --- Machine theory
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This book discusses the application of molecular biology in resource science and authentication of traditional Chinese medicine (TCM). It also reviews the latest developments in pharmacognosy, introduces new perspectives and insights, discusses the hotspots and focuses in the field of molecular pharmacognosy, and predicts new directions of study. In the last five years, the technologies and scope of molecular pharmacognosy have constantly expanded and evolved. As such, this new edition includes extra content, such as the molecular phylogeography of medicinal plants, functional genome of medicinal plants, and synthetic biology of active compounds. Elucidating the concept, theory, and methodology of molecular pharmacognosy, it promotes the full use of the newly developed technologies and methodologies within the framework of molecular pharmacognosy to solve problems in the field.
Pharmacognosy. --- Pharmacognostics --- Drugs --- Materia medica --- Pharmacy --- Pharmacology. --- Medicinal chemistry. --- Plant biochemistry. --- Molecular biology. --- Plant science. --- Botany. --- Pharmacology/Toxicology. --- Medicinal Chemistry. --- Plant Biochemistry. --- Molecular Medicine. --- Plant Sciences. --- Phytochemistry --- Plant biochemistry --- Plant chemistry --- Biochemistry --- Botany --- Phytochemicals --- Plant biochemical genetics --- Chemistry, Medical and pharmaceutical --- Chemistry, Pharmaceutical --- Drug chemistry --- Medical chemistry --- Medicinal chemistry --- Pharmacochemistry --- Chemistry --- Drug effects --- Medical pharmacology --- Medical sciences --- Chemicals --- Chemotherapy --- Botanical science --- Phytobiology --- Phytography --- Phytology --- Plant biology --- Plant science --- Biology --- Natural history --- Plants --- Molecular biochemistry --- Molecular biophysics --- Biophysics --- Biomolecules --- Systems biology --- Physiological effect --- Floristic botany --- Farmacognòsia --- Medicina xinesa --- Biología molecular --- Biofísica molecular --- Bioquímica molecular --- Biofísica --- Bioquímica --- Histoquímica --- Biologia molecular vegetal --- Codi genètic --- Diagnòstic molecular --- Endocrinologia molecular --- Evolució molecular --- Farmacologia molecular --- Genètica molecular --- Glicòmica --- Metabolòmica --- Microbiologia molecular --- Neurobiologia molecular --- Patologia molecular --- Proteòmica --- Reconeixement molecular --- Biomolècules --- Medicina oriental --- Txi-kung --- Medicaments
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Equacions diferencials estocàstiques --- Anàlisi numèrica --- Equació de Fokker-Planck --- Stochastic control theory. --- Control theory --- Stochastic processes
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The classical Pontryagin maximum principle (addressed to deterministic finite dimensional control systems) is one of the three milestones in modern control theory. The corresponding theory is by now well-developed in the deterministic infinite dimensional setting and for the stochastic differential equations. However, very little is known about the same problem but for controlled stochastic (infinite dimensional) evolution equations when the diffusion term contains the control variables and the control domains are allowed to be non-convex. Indeed, it is one of the longstanding unsolved problems in stochastic control theory to establish the Pontryagintype maximum principle for this kind of general control systems: this book aims to give a solution to this problem. This book will be useful for both beginners and experts who are interested in optimal control theory for stochastic evolution equations.
Statistical science --- Quantitative methods (economics) --- Finance --- Numerical methods of optimisation --- Operational research. Game theory --- Probability theory --- Mathematics --- Applied physical engineering --- Engineering sciences. Technology --- Financial analysis --- financieel management --- waarschijnlijkheidstheorie --- stochastische analyse --- statistiek --- systeemtheorie --- financiële analyse --- wiskunde --- systeembeheer --- ingenieurswetenschappen --- kansrekening --- optimalisatie
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"Molecular Pharmacognosy" discusses the application of molecular biology in resource science and authentication of traditional Chinese medicine (TCM). This book reviews the latest developments in pharmacognosy, introduces a series of new views and insights, presents the hotspots and focus of the field of study on molecular pharmacognosy, and predicts a new direction of study on the resource science of TCM. This book is intended for biomedical scientists and researchers in the fields of molecular biology, traditional medicine and natural pharmaceutics. Professor Lu-qi Huang is Director of the Collaborating Centre of the World Health Organization for Traditional Medicine (Chinese Materia Medica) and Vice-Chairman of the Australia Chinese Association for Biomedical Sciences Inc.
General biochemistry --- Molecular biology --- Plant physiology. Plant biophysics --- Botany --- Toxicology --- Pharmacology. Therapy --- Pathological biochemistry --- Clinical chemistry --- Human medicine --- Biochemical engineering --- systematische plantkunde --- klinische chemie --- medische chemie --- medische biochemie --- farmacologie --- biochemie --- biomedische wetenschappen --- multimedia --- toxicologie --- botanie --- planten --- moleculaire biologie
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This is the first book to systematically present control theory for stochastic distributed parameter systems, a comparatively new branch of mathematical control theory. The new phenomena and difficulties arising in the study of controllability and optimal control problems for this type of system are explained in detail. Interestingly enough, one has to develop new mathematical tools to solve some problems in this field, such as the global Carleman estimate for stochastic partial differential equations and the stochastic transposition method for backward stochastic evolution equations. In a certain sense, the stochastic distributed parameter control system is the most general control system in the context of classical physics. Accordingly, studying this field may also yield valuable insights into quantum control systems. A basic grasp of functional analysis, partial differential equations, and control theory for deterministic systems is the only prerequisite for reading this book.
Functional analysis --- Mathematical analysis --- Numerical methods of optimisation --- Operational research. Game theory --- Probability theory --- Mathematics --- analyse (wiskunde) --- waarschijnlijkheidstheorie --- stochastische analyse --- systeemtheorie --- wiskunde --- kansrekening --- optimalisatie
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"It is a longstanding unsolved problem to characterize the optimal feedbacks for general SLQs (i.e., stochastic linear quadratic control problems) with random coefficients in infinite dimensions; while the same problem but in finite dimensions was just addressed very recently. This paper is devoted to giving a solution to this problem under some assumptions which can be verified for interesting concrete models. More precisely, under these assumptions, we establish the equivalence between the existence of optimal feedback operator for infinite dimensional SLQs and the solvability of the corresponding operator-valued, backward stochastic Riccati equations. A key contribution of this work is to introduce a suitable notion of solutions (i.e., transposition solutions to the aforementioned Riccati equations), which plays a crucial role in both the statement and the proof of our main results"--
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