Experimental Methods for the Analysis of Optimization Algorithms - Image 1

£101.24

Springer Experimental Methods for the Analysis of Optimization Algorithms

Name: Experimental Methods for the Analysis of Optimization Algorithms
Brand: Springer
Price: 101.24 GBP
Availability: InStock

2010

Managers' Guides to Computing

This is the most expensive it has ever been. Walk away.

£101 today · previous high £101 · all-time low £101

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 62 days · 62 data points (no recent data)

Historical

Generating forecast…

Price Distribution

Price distribution over 62 days • 1 price levels

Days at Price

Price Analysis

Most common price: £101 (62 days, 100.0%)

Price range: £101 - £101

Price levels: 1 different prices over 62 days

Description

In operations research and computer science it is common practice to evaluate the performance of optimization algorithms on the basis of computational results, and the experimental approach should follow accepted principles that guarantee the reliability and reproducibility of results. However, computational experiments differ from those in other sciences, and the last decade has seen considerable methodological research devoted to understanding the particular features of such experiments and assessing the related statistical methods. This book consists of methodological contributions on different scenarios of experimental analysis. The first part overviews the main issues in the experimental analysis of algorithms, and discusses the experimental cycle of algorithm development; the second part treats the characterization by means of statistical distributions of algorithm performance in terms of solution quality, runtime and other measures; and the third part collects advanced methods from experimental design for configuring and tuning algorithms on a specific class of instances with the goal of using the least amount of experimentation. The contributor list includes leading scientists in algorithm design, statistical design, optimization and heuristics, and most chapters provide theoretical background and are enriched with case studies. This book is written for researchers and practitioners in operations research and computer science who wish to improve the experimental assessment of optimization algorithms and, consequently, their design.

Key Features

New

Mint Condition

Dispatch same day for order received before 12 noon

Guaranteed packaging

No quibbles returns

Product Specifications

Brand: Springer
Model: 2010
Format: hardcover
ASIN: 3642025374
Category: Books > Subjects > Business, Finance & Law > E-Commerce > Managers' Guides to Computing
Domain: Amazon UK
Release Date: 04 November 2010
Listed Since: 21 August 2009

Barcode

No barcode data available

Springer Experimental Methods for the Analysis of Optimization Algorithms

This is the most expensive it has ever been. Walk away.

Price History & Forecast

Price Distribution

Price Analysis

Description

Key Features

Product Specifications

Barcode

Similar Products You Might Like

Springer Advances in Multi-Objective Nature Inspired Computing

Optimization in Large Scale Problems: Industry 4.0 and Society 5.0 Applications: 152 (Springer Optimization and Its Applications, 152)

CRC Press - Optimization Modelling: A Practical Approach

Heuristics for Optimization and Learning: 906 (Studies in Computational Intelligence, 906)

The Impact of Emerging Technologies on Computer Science and Operations Research: 4 (Operations Research/Computer Science Interfaces Series, 4)

Practical Optimization Methods : With Mathematical Applications

Business Analytics for Decision Making

Computing Tools for Modeling, Optimization and Simulation: Interfaces in Computer Science and Operations Research: 12 (Operations Research/Computer Science Interfaces Series, 12)

Computing Tools for Modeling, Optimization and Simulation: Interfaces in Computer Science and Operations Research: 12 (Operations Research/Computer Science Interfaces Series, 12)

The Impact of Emerging Technologies on Computer Science and Operations Research: 4 (Operations Research/Computer Science Interfaces Series, 4)

Simulated Annealing and Boltzmann Machines: A Stochastic Approach to Combinatorial Optimization and Neural Computing: 21 (Wiley Series in Discrete Mathematics & Optimization)

Wiley Optimization and Machine Learning - Computer Science Book

Hybrid Metaheuristics: 434 (Studies in Computational Intelligence, 434)

Mathematics of Optimization: How to Do Things Faster (Pure and Applied Undergraduate Texts)

Bioinspired Heuristics for Optimization: 774 (Studies in Computational Intelligence, 774)

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

Nonlinear Multiobjective Optimization: 12 (International Series in Operations Research & Management Science, 12)

Operations Research Proceedings 2017: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR), Freie Universiät Berlin, Germany, September 6-8, 2017

Engineering Optimization: Theory and Practice

Graph-related Optimization and Decision Support Systems (Focus Series in Computer Engineering and IT)

Convex Analysis and Global Optimization: 22 (Nonconvex Optimization and Its Applications)

Matheuristics: Hybridizing Metaheuristics and Mathematical Programming: 10 (Annals of Information Systems, 10)

Engineering Optimization: Methods and Applications

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