Soft Computing in Industrial Applications: Algorithms, by Cristina Teixeira, José Covas, Thomas Stützle, António

By Cristina Teixeira, José Covas, Thomas Stützle, António Gaspar-Cunha (auth.), Xiao-Zhi Gao, António Gaspar-Cunha, Mario Köppen, Gerald Schaefer, Jun Wang (eds.)

The 14th onlineWorld convention on smooth Computing in business purposes offers a different chance for tender computing researchers and practitioners to put up top of the range papers and speak about learn concerns intimately with out incurring an incredible rate. The convention has validated itself as a very international occasion on the net. the standard of the convention has enhanced through the years. The WSC14 convention has lined new traits in smooth computing to state-of-the-art functions. The convention has additionally extra new gains akin to neighborhood instruments, syndication, and multimedia on-line presentations.

Show description

Read or Download Soft Computing in Industrial Applications: Algorithms, Integration, and Success Stories PDF

Best computing books

PostGIS Cookbook

Http://www. packtpub. com/postgis-to-store-organize-manipulate-analyze-spatial-data-cookbook/book

Integrate PostGIS with net frameworks and enforce OGC criteria comparable to WMS and WFS utilizing MapServer and GeoServer
Convert second and 3D vector info, raster information, and routing info into usable forms
Visualize facts from the PostGIS database utilizing a machine GIS application similar to QGIS and OpenJUMP
Easy-to-use recipes with complex analyses of spatial facts and useful applications

What you'll examine from this book

Import and export geographic facts from the PostGIS database utilizing the on hand tools
Structure spatial info utilizing the performance supplied by way of the mix of PostgreSQL and PostGIS
Work with a collection of PostGIS services to accomplish uncomplicated and complicated vector analyses
Connect PostGIS with Python
Learn to take advantage of programming frameworks round PostGIS
Maintain, optimize, and fine-tune spatial info for long term viability
Explore the 3D functions of PostGIS, together with LiDAR element clouds and element clouds derived from constitution from movement (SfM) techniques
Distribute 3D versions during the net utilizing the X3D standard
Use PostGIS to strengthen robust GIS internet purposes utilizing Open Geospatial Consortium internet standards
Master PostGIS Raster

In Detail

PostGIS is a spatial database that integrates complicated garage and research of vector and raster info, and is remarkably versatile and robust. PostGIS presents help for geographic gadgets to the PostgreSQL object-relational database and is at the moment the most well-liked open resource spatial databases. so that you can discover the whole variety of PostGIS strategies and disclose the comparable extensions, this booklet is a must-have.

This e-book is a deep-dive into the complete variety of PostGIS themes, with useful purposes of the strategies and code. it's a entire consultant on PostGIS instruments and ideas that are required to regulate, control, and examine spatial information in PostGIS. This e-book is full of systematic directions of hands-on examples and in-depth motives. Even for skilled clients, this publication will function an outstanding resource of reference by means of supplying new methods of operating with PostGIS throughout the book's easy-to-follow approach.

This hands-on consultant seems to be at key spatial information manipulation initiatives, explaining not just how every one job is played, but additionally why. It offers sensible information permitting you to securely make the most of the complex expertise in PostGIS on the way to simplify your spatial database management tasks.

This useful e-book may help you are taking good thing about simple and complex vector, raster, and routing ways. you'll discover ways to use the suggestions of information upkeep, optimization, and function, in order to assist you to combine those right into a huge atmosphere of machine and internet tools.

With this entire advisor, you'll be armed with all of the instruments and directions you must either deal with the spatial database process and make higher judgements as your project's necessities evolve.

Approach

An easy-to-use advisor, choked with hands-on recipes for manipulating spatial facts in a PostGIS database. each one subject is defined and positioned in context, and for the extra inquisitive, there are extra info of the techniques used.
Who this booklet is for

If you're a internet developer or a software program architect, specially in location-based businesses, and need to extend the variety of options you're utilizing with PostGIS, then this ebook is for you. you will have a few past event with PostgreSQL database and spatial techniques.

Professional SQL Server 2012 Internals and Troubleshooting

Hands-on troubleshooting equipment at the most up-to-date unencumber of SQL Server

The 2012 free up of SQL Server is the main major one considering the fact that 2005 and introduces an abundance of latest good points. This serious booklet presents in-depth assurance of most sensible practices for troubleshooting functionality difficulties in accordance with a fantastic figuring out of either SQL Server and home windows internals and exhibits skilled DBAs the way to ascertain trustworthy functionality. The staff of authors exhibits you the way to grasp using particular troubleshooting instruments and the way to interpret their output so that you can speedy establish and get to the bottom of any functionality factor on any server working SQL Server.
• Covers the center technical themes required to appreciate how SQL Server and home windows can be operating
• stocks top practices so you know the way to proactively display screen and keep away from difficulties
• indicates the way to use instruments to quick assemble, study, and successfully reply to the resource of a system-wide functionality issue

Professional SQL Server 2012 Internals and Troubleshooting allows you to speedy get to grips with the alterations of this iteration that you can top deal with database functionality and troubleshooting.

Theoretical Aspects of Evolutionary Computing

Through the first week of September 1999, the second one EvoNet summer season college on Theoretical features of Evolutionary Computing used to be held on the Middelheim cam­ pus of the college of Antwerp, Belgium. initially meant as a small get­ jointly of PhD scholars drawn to the idea of evolutionary computing, the summer time institution became a winning blend of a four-day workshop with over twenty researchers within the box and a two-day lecture sequence open to a much broader viewers.

Modellierung komplexer Prozesse durch naturanaloge Verfahren: Komplexe adaptive Systeme — Modellbildungen und -theorie — neuronale Netze — Soft Computing und verwandte Techniken

Dieses Lehrbuch ist eine Einfuhrung in die Techniken des sog. smooth Computing und verwandter formaler Methoden. Dargestellt werden Zellularautomaten und Boolesche Netze, Evolutionare Algorithmen sowie Simulated Annealing, Fuzzy-Methoden, Neuronale Netze und schlie? lich Hybride Systeme, d. h. Koppelungen verschiedener dieser Techniken.

Extra info for Soft Computing in Industrial Applications: Algorithms, Integration, and Success Stories

Sample text

P(cC |ri)), so that fuzzy decision trees obtained by the FID algorithm can be represented by an extended fuzzy classifier proposed in [1]. Therefore the proposed form of the classification rules is the following: ri : If x1 is Ai,1 (x1,k ) And . . xn is Ai,n (xn,k ) Then yˆk = c1 with P(c1 |ri ) . . 16 l4 l5 l6 l8 l9 small 1 med large small med 1 large x2 small x3 med large x5 Fig. 1 A fuzzy decision tree and rules as partitions of attributes where i is the index of the rule (i = 1, 2 . .

This paper includes such study and proposes a new supervised clustering algorithm for providing informative input information for decision tree induction algorithms. The FID algorithm is applied for the induction of the decision tree [6]. This method has the advantage that the resulted fuzzy decision tree can be transformed into a fuzzy rule based classifier and the classification performance and the complexity of this model can fine-tuned by a rule pruning algorithm. Therefore, as the experimental study in this paper will illustrate, compact, perspicuous and accurate fuzzy classifier models can be identified by this approach.

Take output constraints into consideration, a numerical MPC algorithm can be used. Such an algorithm is formulated using the prediction which in the considered case is described by: y = ~y + Ak ⋅ Δu, (18) where Ak is given by (13) and the free response ~y is described by (14). Then a quadratic optimization problem, to be solved on–line at each sampling instant, is formulated. In this problem, in order to obtain the optimal Δu vector, the performance index (1) is minimized numerically, subject to the following constraints: Δumin ≤ Δu ≤ Δumax, umin ≤ u ≤ umax, ymin ≤ y ≤ ymax, [ ] (19) T where u = u k |k , … , u k + s −1|k , Δumin, Δumax, umin, umax, ymin, ymax are vectors of lower and upper limits of future changes and values of the manipulated variable and on predicted values of the output variable, respectively.

Download PDF sample

Rated 4.34 of 5 – based on 4 votes