Download E-books Grundkurs Künstliche Intelligenz: Eine praxisorientierte Einführung (Computational Intelligence) (German Edition) PDF

Computer Simulation

By Wolfgang Ertel

Alle Teilgebiete der KI werden mit dieser Einführung kompakt, leicht verständlich und anwendungsbezogen dargestellt. Hier schreibt jemand, der das Gebiet nicht nur bestens kennt, sondern auch in der Lehre engagiert und erfolgreich vertritt. Von der klassischen Logik über das Schließen mit Unsicherheit und maschinelles Lernen bis hin zu Anwendungen wie Expertensysteme oder lernfähige Roboter. Neben dem umfassenden Einblick in dieses faszinierende Teilgebiet der Informatik gewinnen Sie vertiefte Kenntnisse, z. B. hinsichtlich wichtiger Verfahren zur Repräsentation und Verarbeitung von Wissen. Der Anwendungsbezug steht im Fokus der Darstellung. Viele Übungsaufgaben mit Lösungen sowie strukturierte Verweise auf Literatur und Ressourcen im net ermöglichen ein effektives und kurzweiliges Selbststudium.

Für die three. Auflage ...

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Download E-books Bayesian Modeling in Bioinformatics (Chapman & Hall/CRC Biostatistics Series) PDF

Computer Simulation

Bayesian Modeling in Bioinformatics discusses the improvement and alertness of Bayesian statistical tools for the research of high-throughput bioinformatics info coming up from difficulties in molecular and structural biology and disease-related clinical examine, comparable to melanoma. It offers a extensive review of statistical inference, clustering, and type difficulties in major high-throughput structures: microarray gene expression and phylogenic analysis.

The ebook explores Bayesian suggestions and versions for detecting differentially expressed genes, classifying differential gene expression, and settling on biomarkers. It develops novel Bayesian nonparametric techniques for bioinformatics difficulties, dimension errors and survival types for cDNA microarrays, a Bayesian hidden Markov modeling process for CGH array information, Bayesian ways for phylogenic research, sparsity priors for protein-protein interplay predictions, and Bayesian networks for gene expression info. The textual content additionally describes functions of mode-oriented stochastic seek algorithms, in vitro to in vivo issue profiling, proportional risks regression utilizing Bayesian kernel machines, and QTL mapping.

Focusing on layout, statistical inference, and information research from a Bayesian viewpoint, this quantity explores statistical demanding situations in bioinformatics facts research and modeling and provides ideas to those difficulties. It encourages readers to attract at the evolving applied sciences and advertise statistical improvement during this quarter of bioinformatics.

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Download E-books Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach (Lecture Notes in Computer Science) PDF

Computer Simulation

By Christian Bessiere, Luc De Raedt, Lars Kotthoff, Siegfried Nijssen, Barry O'Sullivan, Dino Pedreschi

A winning integration of constraint programming and information mining has the capability to steer to a brand new ICT paradigm with some distance attaining implications. it will possibly swap the face of knowledge mining and desktop studying, in addition to constraint programming know-how. it will not just enable one to take advantage of facts mining strategies in constraint programming to spot and replace constraints and optimization standards, but additionally to hire constraints and standards in information mining and laptop studying so that it will notice types appropriate with past wisdom.

This booklet stories on a few key effects acquired in this built-in and go- disciplinary method in the ecu FP7 FET Open undertaking no. 284715 on “Inductive Constraint Programming” and a few linked workshops and Dagstuhl seminars. The publication is established in 5 components: historical past; studying to version; studying to unravel; constraint programming for facts mining; and showcases. 

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Download E-books Computer Simulations in Condensed Matter: From Materials to Chemical Biology. Volume 1 (Lecture Notes in Physics) (v. 1) PDF

Computer Simulation

This complete selection of lectures through top specialists within the box introduces and stories all appropriate machine simulation equipment and their functions in condensed subject structures. quantity 1 is an in-depth advent to an unlimited spectrum of computational options for statistical mechanical platforms of condensed topic. quantity 2 is a set of state of the art surveys on numerical experiments performed for various systems.

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Download E-books Guide to Dynamic Simulations of Rigid Bodies and Particle Systems (Simulation Foundations, Methods and Applications) PDF

Computer Simulation

By Murilo G. Coutinho

This publication introduces the suggestions had to produce sensible simulations and animations of particle and rigid-body structures. The textual content makes a speciality of either the theoretical and useful points of constructing and imposing bodily established dynamic-simulation engines. each one bankruptcy examines a number of algorithms, describing their layout and research in an obtainable demeanour, with no sacrificing intensity of assurance or mathematical rigor. good points: examines the matter of computing an hierarchical illustration of the geometric description of every simulated item, in addition to the simulated global; discusses using discrete and non-stop collision detection to address skinny or fast-moving items; describes the computational thoughts wanted for opting for all impulsive and get in touch with forces among our bodies with a number of simultaneous collisions and contacts; provides innovations that may be used to dynamically simulate articulated inflexible our bodies; concludes each one bankruptcy with workouts.

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Download E-books Foundations of the Complex Variable Boundary Element Method (SpringerBriefs in Applied Sciences and Technology) PDF

Computer Simulation

This publication explains and examines the theoretical underpinnings of the advanced Variable Boundary aspect technique (CVBEM) as utilized to better dimensions, offering the reader with the instruments for extending and utilizing the CVBEM in a number of purposes. appropriate arithmetic and ideas are assembled and the reader is guided throughout the key subject matters precious for an figuring out of the improvement of the CVBEM in either the standard in addition to 3 or better dimensions. as well as this, difficulties are only if construct upon the fabric awarded. The advanced Variable Boundary point approach (CVBEM) is an approximation technique important for fixing difficulties regarding the Laplace equation in dimensions. it's been proven to be an invaluable modelling method for fixing two-dimensional difficulties concerning the Laplace or Poisson equations on arbitrary domain names. The CVBEM has lately been prolonged to three or larger spatial dimensions, which permits the precision of the CVBEM in fixing the Laplace equation to be now to be had for a number of dimensions. The mathematical underpinnings of the CVBEM, in addition to the extension to better dimensions, contain numerous components of utilized and natural arithmetic together with Banach areas, Hilbert areas, between different subject matters. This e-book is meant for utilized arithmetic graduate scholars, engineering scholars or practitioners, builders of commercial purposes concerning the Laplace or Poisson equations and builders of laptop modelling purposes.

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Download E-books Spice: A Guide to Circuit Simulation and Analysis Using Pspice/Book and IBM PS 3 1/2 Disk PDF

Computer Simulation

By Paul W. Tuinenga

A advisor to using PSpice in universal electric and digital difficulties. This revised variation good points two-port community research, loop achieve research, and extended assurance of crew and time hold up, noise research and macros. The accompanying software program is for the IBM notebook 2:31/2".

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Download E-books Numerical Simulation in Applied Geophysics (Lecture Notes in Geosystems Mathematics and Computing) PDF

Computer Simulation

By Juan Enrique Santos, Patricia Mercedes Gauzellino

This e-book offers the speculation of waves propagation in a fluid-saturated porous medium (a Biot medium) and its software in utilized Geophysics. particularly, a derivation of soaking up boundary stipulations in viscoelastic and poroelastic media is gifted, which later is hired within the applications.
 
The partial differential equations describing the propagation of waves in Biot media are solved utilizing the Finite point strategy (FEM).
 
Waves propagating in a Biot medium undergo attenuation and dispersion results. particularly the short compressional and shear waves are switched over to gradual diffusion-type waves at mesoscopic-scale heterogeneities (on the order of centimeters), impression frequently happening within the seismic variety of frequencies.
 
In a few situations, a Biot medium provides a dense set of fractures orientated in choice instructions. whilst the common distance among fractures is a lot smaller than the wavelengths of the traveling speedy compressional and shear waves, the medium behaves as a good viscoelastic and anisotropic medium on the macroscale.
 
The e-book provides a technique make sure the coefficients of the powerful medium making use of a choice of time-harmonic compressibility and shear experiments, in the context of Numerical Rock Physics. each one scan is linked with a boundary worth challenge, that's solved utilizing the FEM.
 
This procedure deals an alternative choice to laboratory observations with the merits that they're low-cost, repeatable and primarily loose from experimental blunders.
 
The varied themes are by means of illustrative examples of software in Geophysical Exploration. In specific, the consequences because of mesoscopic-scale heterogeneities or the presence of aligned fractures are considering within the seismic wave propagation types on the macroscale.
 
The numerical simulations of wave propagation are provided with adequate element as to be simply applied assuming the data of clinical programming techniques.

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Download E-books Mathematical Advances Towards Sustainable Environmental Systems PDF

Computer Simulation

This edited quantity makes a speciality of how we will be able to shield the environment and improve environmental sustainability whilst confronted with alterations and pressures imposed through our expansive wishes. the quantity unites a number of topic components inside sustainability, allowing the suggestions and philosophy within the chapters to be utilized to investigate parts in environmental technological know-how, plant sciences, power, biodiversity and conservation. The chapters from specialist individuals hide subject matters corresponding to mathematical modelling instruments used to watch range of plant species, and the soundness of environment prone resembling biogeochemical biking. Empirical learn offered right here additionally brings jointly mathematical advancements within the vital fields of robotics together with kinematics, dynamics, course making plans, regulate, imaginative and prescient, and swarmanoids.

via this ebook readers also will observe approximately rainfall-runoff modelling in an effort to supply them a greater inspiration of the results of weather swap at the sustainability of water assets on the watershed scale. Modelling methods can be tested that maximize readers insights into the worldwide challenge of power transition, i.e. the swap to an power construction procedure utilizing renewable assets merely. Collective and discrete insights are made to help with synergy which should still development way past this e-book. perception can also be given to help coverage formations, improvement and implementations. The publication has a robust multi-disciplinary nature at its middle, and should entice either generalist readers and experts in details expertise, arithmetic, biology, physics, chemistry and environmental sciences.

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Download E-books Advanced Modeling and Optimization of Manufacturing Processes: International Research and Development (Springer Series in Advanced Manufacturing) PDF

Computer Simulation

By R. Venkata Rao

Complex Modeling and Optimization of producing approaches provides a finished assessment of the most recent foreign learn and improvement developments within the modeling and optimization of producing approaches, with a spotlight on machining. It makes use of examples of varied production strategies to illustrate complex modeling and optimization strategies. either uncomplicated and complicated thoughts are awarded for numerous production procedures, mathematical versions, conventional and non-traditional optimization recommendations, and genuine case reports. the result of the applying of the proposed equipment also are coated and the publication highlights the main helpful modeling and optimization innovations for attaining most sensible approach functionality. as well as masking the complicated modeling, optimization and environmental points of machining approaches, complicated Modeling and Optimization of producing procedures additionally covers the most recent technological advances, together with quick prototyping and tooling, micromachining, and nano-finishing. complex Modeling and Optimization of producing techniques is written for designers and production engineers who're accountable for the technical features of product consciousness, because it provides new versions and optimization concepts to make their paintings more straightforward, extra effective, and more advantageous. it's also an invaluable textual content for practitioners, researchers, and complex scholars in mechanical, business, and production engineering.

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