0
Your cart

Your cart is empty

Books > Computing & IT > Applications of computing > Artificial intelligence

Buy Now

Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining (Hardcover, 1st ed. 2019) Loot Price: R2,904
Discovery Miles 29 040
Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining (Hardcover, 1st ed. 2019): Hassan AbouEisha,...

Extensions of Dynamic Programming for Combinatorial Optimization and Data Mining (Hardcover, 1st ed. 2019)

Hassan AbouEisha, Talha Amin, Igor Chikalov, Shahid Hussain, Mikhail Moshkov

Series: Intelligent Systems Reference Library, 146

 (sign in to rate)
Loot Price R2,904 Discovery Miles 29 040 | Repayment Terms: R272 pm x 12*

Bookmark and Share

Expected to ship within 10 - 15 working days

Dynamic programming is an efficient technique for solving optimization problems. It is based on breaking the initial problem down into simpler ones and solving these sub-problems, beginning with the simplest ones. A conventional dynamic programming algorithm returns an optimal object from a given set of objects. This book develops extensions of dynamic programming, enabling us to (i) describe the set of objects under consideration; (ii) perform a multi-stage optimization of objects relative to different criteria; (iii) count the number of optimal objects; (iv) find the set of Pareto optimal points for bi-criteria optimization problems; and (v) to study relationships between two criteria. It considers various applications, including optimization of decision trees and decision rule systems as algorithms for problem solving, as ways for knowledge representation, and as classifiers; optimization of element partition trees for rectangular meshes, which are used in finite element methods for solving PDEs; and multi-stage optimization for such classic combinatorial optimization problems as matrix chain multiplication, binary search trees, global sequence alignment, and shortest paths. The results presented are useful for researchers in combinatorial optimization, data mining, knowledge discovery, machine learning, and finite element methods, especially those working in rough set theory, test theory, logical analysis of data, and PDE solvers. This book can be used as the basis for graduate courses.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Intelligent Systems Reference Library, 146
Release date: May 2018
First published: 2019
Authors: Hassan AbouEisha • Talha Amin • Igor Chikalov • Shahid Hussain • Mikhail Moshkov
Dimensions: 235 x 155mm (L x W)
Format: Hardcover
Pages: 280
Edition: 1st ed. 2019
ISBN-13: 978-3-319-91838-9
Categories: Books > Computing & IT > Applications of computing > Databases > Data mining
Books > Computing & IT > Applications of computing > Artificial intelligence > General
Promotions
LSN: 3-319-91838-9
Barcode: 9783319918389

Is the information for this product incomplete, wrong or inappropriate? Let us know about it.

Does this product have an incorrect or missing image? Send us a new image.

Is this product missing categories? Add more categories.

Review This Product

No reviews yet - be the first to create one!

You might also like..

The Hitchhiker's Guide To AI - The…
Arthur Goldstuck Paperback R330 R270 Discovery Miles 2 700
African Artificial Intelligence…
Mark Nasila Paperback R350 R312 Discovery Miles 3 120
Digital Dharma - How AI Can Elevate…
Deepak Chopra Paperback R430 R397 Discovery Miles 3 970
AI For Life - 100+ Ways To Use…
Celia Quillian Paperback R412 R240 Discovery Miles 2 400
Deceitful Media - Artificial…
Simone Natale Hardcover R2,485 Discovery Miles 24 850
Constructions at Work - The nature of…
Adele Goldberg Hardcover R2,051 Discovery Miles 20 510
Aircraft of the Special Forces
Edward Ward Hardcover R516 R465 Discovery Miles 4 650
Assembling Tomorrow - A Guide To…
Scott Doorley, Carissa Carter Hardcover R883 R772 Discovery Miles 7 720
Happimetrics - Leveraging AI to Untangle…
Peter A. Gloor Hardcover R2,868 Discovery Miles 28 680
AI Engineering - Building Applications…
Chip Huyen Paperback R1,319 Discovery Miles 13 190
Military Drones - Unmanned aerial…
Alexander Stilwell Hardcover R538 R490 Discovery Miles 4 900
Advanced Introduction to Law and…
Woodrow Barfield, Ugo Pagallo Paperback R691 Discovery Miles 6 910

See more

Partners