Discrete Graphical Models: An Optimization Perspective (Foundations and Trends® in Computer Graphics and Vision) - Image 1

Out of stock

This item is currently unavailable

Now Publishers Discrete Graphical Models: An Optimization Perspective (Foundations and Trends® in Computer Graphics and Vision)

Name: Discrete Graphical Models: An Optimization Perspective (Foundations and Trends(R) in Computer Graphics and Vision)
Brand: Now Publishers

Graphics & Multimedia

Gone for 58 days. Could come back at any time — we're watching for you.

Out of stock 58 days · last price £116 · longest previous gap was 1 days

NEW HERE?

Amazon shows you one price. We show you all of them.

Tosheroon watches Amazon prices so you don't have to. Every product on Amazon has a price history — we make it visible. Set the price you'd actually pay, and we'll email you the second it gets there. No app, no account, one email.

WHAT'S ON THIS PAGE

↓ Price chart
when this has been cheap or pricey

↓ Forecast
where the price is heading next

↓ Statistics
all-time high & low, recent range

↑ Price alert
name your number, we'll email you

Price History & Forecast

Grey patches = out of stock. Cheaper = lower on the chart. Hover for exact prices.

Last 73 days · 73 data points (no recent data)

Historical

Generating forecast…

Price Distribution

Price distribution over 73 days • 2 price levels

Days at Price

Current Price

Price Analysis

Most common price: £116 (49 days, 67.1%)

Price range: £115 - £116

Price levels: 2 different prices over 73 days

Description

Discrete Graphical Models — An Optimization Perspective is about discrete energy minimization for discrete graphical models. It considers graphical models, or, more precisely, maximum a posteriori inference for graphical models, purely as a combinatorial optimization problem. Modeling, applications, probabilistic interpretations and many other aspects are either ignored here or find their place in examples and remarks only.It covers the integer linear programming formulation of the problem as well as its linear programming, Lagrange and Lagrange decomposition-based relaxations. In particular, it provides a detailed analysis of the polynomially solvable acyclic and submodular problems, along with the corresponding exact optimization methods. Major approximate methods, such as message passing and graph cut techniques are also described and analyzed comprehensively.This monograph can be useful for undergraduate and graduate students studying optimization or graphical models, as well as for experts in optimization who want to have a look into graphical models. To make the monograph suitable for both categories of readers we explicitly separate the mathematical optimization background chapters from those specific to graphical models.

Product Specifications

Brand: Now Publishers
Format: paperback
ASIN: 1680836382
Category: Books > Subjects > Computing & Internet > Programming > Graphics & Multimedia
Domain: Amazon UK
Release Date: 30 January 2020
Listed Since: 12 December 2019

Barcode

No barcode data available

Now Publishers Discrete Graphical Models: An Optimization Perspective (Foundations and Trends® in Computer Graphics and Vision)

Gone for 58 days. Could come back at any time — we're watching for you.

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Linear and Integer Optimization: Theory and Practice, Third Edition (Advances in Applied Mathematics)

Recent Advances in Global Optimization (Princeton Series in Computer Science)

Combinatorial and Algorithmic Mathematics: From Foundation to Optimization

Linear Programming: Foundations and Extensions: 4 (International Series in Operations Research & Management Science, 4)

Linear Programming: Foundations and Extensions: 4 (International Series in Operations Research & Management Science, 4)

Building and Solving Mathematical Programming Models: 50 Practical Examples: 329 (International Series in Operations Research & Management Science, 329)

Discrete Optimization (Computer Science and Scientific Computing)

Algebraic and Geometric Ideas in the Theory of Discrete Optimization: 14 (MPS-SIAM Series on Optimization, Series Number 14)

Combinatorial and Global Optimization (Series on Applied Mathematics): 14

Building and Solving Mathematical Programming Models: 50 Practical Examples: 329 (International Series in Operations Research & Management Science, 329)

Interactive Decision Maps: Approximation and Visualization of Pareto Frontier: 89 (Applied Optimization, 89)

Integer Programming and Network Models

Computer Science and Operations Research: New Developments in their Interfaces

Springer Dynamic Programming: A Computational Tool - Vol 38

Hybrid Metaheuristics: Powerful Tools for Optimization (Artificial Intelligence: Foundations, Theory, and Algorithms)

Recent Advances in Global Optimization (Princeton Legacy Library)

Graphs, Algorithms, and Optimization (Discrete Mathematics and Its Applications)

Integer Programming: Theory and Practice (Operations Research)

Nonlinear Combinatorial Optimization: 147 (Springer Optimization and Its Applications, 147)

Logic-Based 0–1 Constraint Programming: 5 (Operations Research/Computer Science Interfaces Series, 5)

Applied Integer Programming: Modeling and Solution

Modelling in Mathematical Programming: Methodology and Techniques: 298 (International Series in Operations Research & Management Science, 298)