Adaptive Business Intelligence by Zbigniew Michalewicz

By Zbigniew Michalewicz

Within the glossy details period, managers needs to realize the aggressive possibilities represented by way of decision-support instruments. Adaptive company intelligence platforms mix prediction and optimization strategies to aid selection makers in complicated, swiftly altering environments. those structures deal with the elemental questions: what's prone to occur sooner or later? and what's the easiest determination at once? Adaptive company Intelligence contains parts of knowledge mining, predictive modeling, forecasting, optimization, and adaptability.The authors have massive educational study backgrounds in synthetic intelligence and comparable fields, mixed with years of sensible consulting event in companies and industries all over the world. during this e-book they clarify the technology and alertness of various prediction and optimization ideas, in addition to how those options can be utilized to strengthen adaptive platforms. The options lined comprise linear regression, time-series forecasting, selection bushes and tables, synthetic neural networks, genetic programming, fuzzy structures, genetic algorithms, simulated annealing, tabu seek, ant structures, and agent-based modeling.This publication is acceptable for company and IT managers who make judgements in complicated commercial and repair environments, nonspecialists who are looking to comprehend the technology in the back of greater predictions and judgements, and scholars and researchers who desire a speedy advent to this box.

Show description

Read or Download Adaptive Business Intelligence PDF

Best management information systems books

Inescapable Data: Harnessing the Power of Convergence

As communications, computing, and information garage converge, information is changing into totally ubiquitous. .. and that alterations every little thing. during this ebook, best info administration visionaries display how facts transforms how you do company, the applied sciences you employ, the investments you are making, the lifestyles you reside, and the area you reside in.

Business Intelligence: The Savvy Manager's Guide

Fascinating, well timed, and primarily, valuable, Savvy courses supply IT managers the knowledge they should successfully deal with their technologists, in addition to rigorously tell company choice makers, in the middle of technological revolution.

The SPSS Guide to the New Statistical Analysis of Data

This ebook is a self-teaching advisor to the SPSS for home windows machine package deal. 'It is designed for use hand-in-hand with the hot Statistical research of knowledge by way of T. W. Anderson and Jeremy D. Finn, even though it can be used as a stand-alone guide to boot. This advisor is really easy to persist with considering that all approaches are defined in an easy, step by step layout.

Getting Started with Oracle Event Processing 11g

Create and enhance real-world situation Oracle CEP functions review a distinct perception and engaging occasion pushed trip that breathes existence into Oracle occasion Processing. discover the evolution and significant services of this cutting edge Oracle product in a step-by-step, construction block model. choked with samples and straightforward tutorials developed via years of shut collaboration with professional clients and experts.

Extra info for Adaptive Business Intelligence

Example text

6 A Real-World Example 23 the screen. 7 The report below shows the potential pollution reduction that would have been achieved in 1998: The right-hand-side graph displays two levels of emitted toxic materials: The Before Optimization column displays the average monthly emissions for the default energy production scheme; and the After Optimization column displays the average monthly emissions for the optimized energy production scheme. 32%), and this was accomplished without increasing the aggregate operational cost of the power stations or decreasing the amount of energy produced.

When making a recommendation, all decisions made during the past few weeks must be taken into account. Many of those cars may still be in transit, and if they are going to the same auction site, then they might be sold on the same day. x Inventory. It is important to monitor the inventory level of cars at all auction sites, as each site has a particular throughput. If an auction can handle 250 cars per sale day, and the current inventory is larger than 250, then additional time must be added to the estimated sale date.

The parameters of a model require careful tuning during the training phase. Because everything begins with data, these definitions are a prerequisite to our discussions. The other relevant terms will be provided in the course of the text. 2 Off-lease Cars When a lease agreement expires, the off-lease car is either returned to the leasing company or purchased by the leasee. The leasing company does not worry about the cars that are purchased, but the cars that are returned have to be sold at auction.

Download PDF sample

Rated 4.82 of 5 – based on 4 votes