Performance Comparison of Pattern Search, Simulated Annealing, Genetic Algorithm and Jaya Algorithm

Hari Pandey; Manjul Rajput; Mishra Varun

doi:10.1007/978-981-10-3223-3_36

Performance Comparison of Pattern Search, Simulated Annealing, Genetic Algorithm and Jaya Algorithm

Hari Pandey, Manjul Rajput, Mishra Varun

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

5 Citations (Scopus)

Abstract

In this paper, we have shown the performance comparison of four powerful global optimization algorithms, namely Pattern Search, Simulated Annealing, Genetic Algorithm and Jaya Algorithm. All of these algorithms are used to find an optimum solution. The standard benchmark functions are utilized for the implementation. The results are collected and analyzed that helps to classify the algorithms according to their computational capability to solve the optimization problems.

Original language	English
Title of host publication	Not Known
Pages	377-384
Volume	542
DOIs	https://doi.org/10.1007/978-981-10-3223-3_36
Publication status	E-pub ahead of print - 1 Jun 2017
Event	IC3T 2016: Third Springer International Conference on Computer & Communication Technologies - , India Duration: 28 Oct 2016 → 29 Oct 2018

Conference

Conference	IC3T 2016: Third Springer International Conference on Computer & Communication Technologies
Country/Territory	India
Period	28/10/16 → 29/10/18

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10.1007/978-981-10-3223-3_36

https://link.springer.com/chapter/10.1007/978-981-10-3223-3_36

Cite this

@inproceedings{ddc520af7f004515999364aff5f20e77,

title = "Performance Comparison of Pattern Search, Simulated Annealing, Genetic Algorithm and Jaya Algorithm",

abstract = "In this paper, we have shown the performance comparison of four powerful global optimization algorithms, namely Pattern Search, Simulated Annealing, Genetic Algorithm and Jaya Algorithm. All of these algorithms are used to find an optimum solution. The standard benchmark functions are utilized for the implementation. The results are collected and analyzed that helps to classify the algorithms according to their computational capability to solve the optimization problems.",

author = "Hari Pandey and Manjul Rajput and Mishra Varun",

year = "2017",

month = jun,

day = "1",

doi = "10.1007/978-981-10-3223-3_36",

language = "English",

isbn = "978-981-10-3222-6",

volume = "542",

pages = "377--384",

booktitle = "Not Known",

note = "IC3T 2016: Third Springer International Conference on Computer & Communication Technologies ; Conference date: 28-10-2016 Through 29-10-2018",

}

TY - GEN

T1 - Performance Comparison of Pattern Search, Simulated Annealing, Genetic Algorithm and Jaya Algorithm

AU - Pandey, Hari

AU - Rajput, Manjul

AU - Varun, Mishra

PY - 2017/6/1

Y1 - 2017/6/1

N2 - In this paper, we have shown the performance comparison of four powerful global optimization algorithms, namely Pattern Search, Simulated Annealing, Genetic Algorithm and Jaya Algorithm. All of these algorithms are used to find an optimum solution. The standard benchmark functions are utilized for the implementation. The results are collected and analyzed that helps to classify the algorithms according to their computational capability to solve the optimization problems.

AB - In this paper, we have shown the performance comparison of four powerful global optimization algorithms, namely Pattern Search, Simulated Annealing, Genetic Algorithm and Jaya Algorithm. All of these algorithms are used to find an optimum solution. The standard benchmark functions are utilized for the implementation. The results are collected and analyzed that helps to classify the algorithms according to their computational capability to solve the optimization problems.

U2 - 10.1007/978-981-10-3223-3_36

DO - 10.1007/978-981-10-3223-3_36

M3 - Conference proceeding (ISBN)

SN - 978-981-10-3222-6

VL - 542

SP - 377

EP - 384

BT - Not Known

T2 - IC3T 2016: Third Springer International Conference on Computer & Communication Technologies

Y2 - 28 October 2016 through 29 October 2018

ER -

Performance Comparison of Pattern Search, Simulated Annealing, Genetic Algorithm and Jaya Algorithm

Abstract

Conference

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