| Main Title |
Teaching Learning Based Optimization Algorithm And Its Engineering Applications / [electronic resource] : |
| Author |
Rao, R. Venkata.,
|
| Publisher |
Springer International Publishing : Imprint: Springer, |
| Year Published |
2016 |
| OCLC Number |
1302305934 |
| ISBN |
9783319227320; 3319227327; 3319227319; 9783319227313; 3319371304; 9783319371306 |
| Subjects |
Engineering ;
Computer-aided engineering ;
Computer science--Mathematics ;
Engineering design ;
Algorithms ;
Engineering mathematics ;
Machine learning ;
Mathematical optimization ;
Computer-aided design (CAD) ;
Maths for scientists ;
Technical design ;
COMPUTERS--Programming--Object Oriented ;
Computer algorithms
|
| Internet Access |
|
| Holdings |
| Library |
Call Number |
Additional Info |
Location |
Last
Modified |
Checkout
Status |
| ELBM |
QA76.9.A43R36 2016 |
|
AWBERC Library/Cincinnati,OH |
05/03/2023 |
|
| Collation |
XVI, 284 p. 32 illus., 14 illus. in color. : online resource. |
| Notes |
Includes bibliographical references and index. |
| Contents Notes |
Introduction to optimization -- Advanced optimization techniques -- Elitist and Modified TLBO algorithms -- Applications of proposed E-TLBO and M-TLBO algorithms on constrained and unconstrained benchmark functions -- Design optimization of heat exchangers -- Design optimization of rotary regenerators -- Design optimization of cooling tower -- Optimization of combined Brayton and inverse Brayton cycle -- Design optimization of two-stage thermoelectric cooler -- Process parameter optimization of manufacturing processes using TLBO algorithm -- Design optimization of machine elements using TLBO algorithm and its versions -- Applications of TLBO algorithm in electrical engineering discipline -- Applications of TLBO algorithm in computer engineering discipline -- Applications of TLBO algorithm in civil and structural engineering disciplines -- Concluding remarks. Describing a new optimization algorithm, the (3z(BTeaching-Learning-Based Optimization (TLBO),(3y (Bin a clear and lucid style, this book maximizes reader insights into how the TLBO algorithm can be used to solve continuous and discrete optimization problems involving single or multiple objectives. As the algorithm operates on the principle of teaching and learning, where teachers influence the quality of learners' results, the elitist version of TLBO algorithm (ETLBO) is described along with applications of the TLBO algorithm in the fields of electrical engineering, mechanical design, thermal engineering, manufacturing engineering, civil engineering, structural engineering, computer engineering, electronics engineering, physics and biotechnology. The book offers a valuable resource for scientists, engineers and practitioners involved in the development and usage of advanced optimization algorithms. |
| Place Published |
Cham |
| Corporate Au Added Ent |
SpringerLink (Online service); âEcole nationale supérieure des beaux-arts (France) |
| Host Item Entry |
Springer eBooks |
| PUB Date Free Form |
2016 |
| BIB Level |
m |
| Medium |
computer |
| Content |
text |
| Carrier |
online resource |
| Cataloging Source |
OCLC/T |
| Merged OCLC records |
913557274; 1005117775; 1082324552; 1377502719 |
| OCLC Time Stamp |
20230511213018 |
| Language |
eng |
| Origin |
OCLC |
| Type |
CAT |
| OCLC Rec Leader |
04670cam 2200781Mi 45110 |
