國立虎尾科技大學 |

Language: English

Back

Iterative optimizers = difficulty me...

Clerc, Maurice.

Iterative optimizers = difficulty measures and benchmarks /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Iterative optimizers/ Maurice Clerc.
Reminder of title:	difficulty measures and benchmarks /
Author:	Clerc, Maurice.
Published:	London :ISTE ; : 2019.,
Description:	1 online resource :ill. (some col.) :
Subject:	Mathematical optimization. -
Online resource:	https://onlinelibrary.wiley.com/doi/book/10.1002/9781119612476
ISBN:	9781119612476

Iterative optimizers = difficulty measures and benchmarks /
Clerc, Maurice.

Iterative optimizersdifficulty measures and benchmarks /[electronic resource] :Maurice Clerc. - 1st ed. - London :ISTE ;2019. - 1 online resource :ill. (some col.) - Computer engineering series. - Computer engineering series (London, England).

Includes bibliographical references and index.

Almost every month, a new optimization algorithm is proposed, often accompanied by the claim that it is superior to all those that came before it. However, this claim is generally based on the algorithm's performance on a specific set of test cases, which are not necessarily representative of the types of problems the algorithm will face in real life. This book presents the theoretical analysis and practical methods (along with source codes) necessary to estimate the difficulty of problems in a test set, as well as to build bespoke test sets consisting of problems with varied difficulties. The book formally establishes a typology of optimization problems, from which a reliable test set can be deduced. At the same time, it highlights how classic test sets are skewed in favor of different classes of problems, and how, as a result, optimizers that have performed well on test problems may perform poorly in real life scenarios.

ISBN: 9781119612476Subjects--Topical Terms:

527675
Mathematical optimization.

LC Class. No.: QA402.5

Dewey Class. No.: 519.6

Iterative optimizers = difficulty measures and benchmarks /
LDR:01895cam a2200277 a 4500 001 1042396
003 OCoLC
005 20190517032520.6
006 m o d
007 cr cnu---unuuu
008 211216s2019 enka ob 001 0 eng d
020 $a 9781119612476 $q (electronic bk. ; $q oBook)
020 $a 9781119612360 $q (electronic bk.)
020 $z 9781786304094
035 $a 1096435816
040 $a N $b eng $c N $d EBLCP $d N $d DG1 $d YDX $d RECBK $d UKAHL
050 4 $a QA402.5
082 0 4 $a 519.6 $2 23
100 1 $a Clerc, Maurice. $3 1059084
245 1 0 $a Iterative optimizers $h [electronic resource] : $b difficulty measures and benchmarks / $c Maurice Clerc.
250 $a 1st ed.
260 $a London : $a Hoboken, NJ : $b ISTE ; $c 2019. $b John Wiley & Sons,
300 $a 1 online resource : $b ill. (some col.)
490 1 $a Computer engineering series
504 $a Includes bibliographical references and index.
520 $a Almost every month, a new optimization algorithm is proposed, often accompanied by the claim that it is superior to all those that came before it. However, this claim is generally based on the algorithm's performance on a specific set of test cases, which are not necessarily representative of the types of problems the algorithm will face in real life. This book presents the theoretical analysis and practical methods (along with source codes) necessary to estimate the difficulty of problems in a test set, as well as to build bespoke test sets consisting of problems with varied difficulties. The book formally establishes a typology of optimization problems, from which a reliable test set can be deduced. At the same time, it highlights how classic test sets are skewed in favor of different classes of problems, and how, as a result, optimizers that have performed well on test problems may perform poorly in real life scenarios.
588 $a Description based on print version record.
650 0 $a Mathematical optimization. $3 527675
830 0 $a Computer engineering series (London, England) $3 1059771
856 4 0 $u https://onlinelibrary.wiley.com/doi/book/10.1002/9781119612476

based on 0 review(s)

Multimedia

Reviews

Add a review and share your thoughts with other readers

Export

pickup library