By Thomas Barton,Christian Müller,Christian Seel
By Kamal Puri,René Redler,Reinhard Budich
By Max Bramer
By Lin Zhang,Xiao Song,Yunjie Wu
This four-volume set (CCIS 643, 644, 645, 646) constitutes the refereed court cases of the sixteenth Asia Simulation convention and the 1st Autumn Simulation Multi-Conference, AsiaSim / SCS AutumnSim 2016, held in Beijing, China, in October 2016.
The 265 revised complete papers presented were conscientiously reviewed and chosen from 651 submissions. The papers during this moment quantity of the set are prepared in topical sections on HMI and robotic simulations; modeling and simulation for clever production; army simulation; visualization and digital reality.
By John W. Foreman
Data Science will get thrown round within the press like it is magic. significant outlets are predicting every little thing from whilst their shoppers are pregnant to once they need a new pair of Chuck Taylors. it is a courageous new global the place possible meaningless info might be remodeled into important perception to force clever company decisions.
But how does one precisely do information technology? should you rent this type of monks of the darkish arts, the "data scientist," to extract this gold out of your information? Nope.
Data technology is little greater than utilizing straight-forward steps to approach uncooked facts into actionable perception. And in Data Smart, writer and knowledge scientist John Foreman will express you ways that is performed in the typical atmosphere of a spreadsheet.
Why a spreadsheet? it truly is cozy! You get to examine the information each step of how, development self assurance as you research the methods of the alternate. Plus, spreadsheets are a vendor-neutral position to benefit facts technology with no the hype.
But do not allow the Excel sheets idiot you. this can be a ebook for these fascinated about studying the analytic ideas, the mathematics and the magic, at the back of mammoth data.
Each bankruptcy will disguise a special method in a spreadsheet so that you can persist with along:
- Mathematical optimization, together with non-linear programming and genetic algorithms
- Clustering through k-means, round k-means, and graph modularity
- Data mining in graphs, resembling outlier detection
- Supervised AI via logistic regression, ensemble versions, and bag-of-words models
- Forecasting, seasonal changes, and prediction durations via monte carlo simulation
- Moving from spreadsheets into the R programming language
You get your fingers soiled as you're employed along John via each one strategy. yet by no means worry, the themes are without problems appropriate and the writer laces humor throughout. You'll even study what a useless squirrel has to do with optimization modeling, that you without doubt are death to know.
By Werner Dubitzky,Krzysztof Kurowski,Bernard Schott
The target of this ebook is to provide a consultant review of latest large-scale computing applied sciences within the context of advanced structures simulations applications. The goal is to spot new learn instructions during this box and to supply a communications platform facilitating an alternate of suggestions, rules and wishes among the scientists and technologist and intricate procedure modelers. On the applying part, the publication makes a speciality of modeling and simulation of ordinary and man-made advanced systems. On the computing expertise aspect, emphasis is put on the allotted computing techniques, yet supercomputing and different novel applied sciences also are considered.
By Margarita Vázquez Campos,Antonio Manuel Liz Gutiérrez
This e-book seeks to reach at a greater figuring out of the relationships among the target and subjective elements of time. It discusses the life of fluent time, a debatable inspiration in lots of components, from philosophy to physics. Fluent time is known as directional time with a prior, a gift and a destiny. We event fluent time in our lives and we undertake a temporal viewpoint in our methods of realizing and performing. however, the lifestyles of fluent time has been debated for either philosophical and clinical purposes, therefore making a rift among the subjective and goal facets of time. ranging from the elemental idea of issues of view, or views, this booklet explores the relationships among target or exterior time, because it has been conceptualized by means of technological know-how, and subjective or inner time, that is keen on our lived experiences. It establishes a normal framework encompassing the character, constitution and mode of life of issues of view, during which the target and subjective points of time could be built-in. The e-book more often than not addresses researchers and postgraduates in philosophy and common sense. also, it deals proposal for physicists and desktop scientists serious about the modeling and simulation of complicated behaviors for which the illustration of inner time may be thought of including the concept of goal, exterior time.
By Yongsheng Ma
In the earlier decade, feature-based layout and production has won a few momentum in numerous engineering domain names to symbolize and reuse semantic styles with potent applicability. despite the fact that, the particular scope of function software remains to be very restricted. Semantic Modeling and Interoperability in Product and procedure Engineering provides a scientific resolution for the demanding engineering informatics box aiming on the enhancement of sustainable wisdom illustration, implementation and reuse in an open and but essentially potential scale.
This semantic modeling expertise helps uniform, multi-facet and multi-level collaborative procedure engineering with heterogeneous computer-aided instruments, resembling CADCAM, CAE, and ERP. This provided unified characteristic version may be utilized to product and technique illustration, improvement, implementation and administration. functional case stories and attempt samples are supplied to demonstrate purposes that are applied by means of the readers in real-world scenarios.
By increasing on famous feature-based layout and production technique, Semantic Modeling and Interoperability in Product and approach Engineering provides a precious reference for researchers, practitioners and scholars from either academia and engineering field.
By Asif Mahmood Mughal
This e-book introduces modeling and simulation of linear time invariant structures and demonstrates how those translate to platforms engineering, mechatronics engineering, and biomedical engineering. it really is equipped into 9 chapters that persist with the lectures used for a one-semester direction in this subject, making it acceptable for college students in addition to researchers. the writer discusses kingdom area modeling derived from modeling thoughts and the research of the approach and utilization of modeling on top of things structures layout. It additionally includes a distinctive bankruptcy on multidisciplinary power structures with a different concentrate on bioengineering platforms and expands upon how the bond graph augments study in biomedical and bio-mechatronics systems.
By Ian Stephenson
Details the concepts utilized by skilled pics software program builders to enforce function movie caliber rendering engines.
Brings jointly all of the abilities had to boost a rendering system.