ON THE BENEFITS OF A DOMAIN-SPECIFIC LANGUAGE FOR MODELING METAHEURISTIC OPTIMIZATION ALGORITHMS

被引：0

作者：

Vonolfen, Stefan ^{[1
]}

Wagner, Stefan ^{[1
]}

Beham, Andreas ^{[1
]}

Affenzeller, Michael ^{[1
]}

机构：

[1] Upper Austria Univ Appl Sci, Sch Informat Commun & Media, Heurist & Evolutionary Algorithms Lab, Campus Hagenberg Softwarepk 11, A-4232 Hagenberg, Austria

来源：

22ND EUROPEAN MODELING AND SIMULATION SYMPOSIUM (EMSS 2010) | 2010年

关键词：

metaheuristics; modeling; domain specific language;

D O I：

暂无

中图分类号：

C93 [管理学]; O22 [运筹学];

学科分类号：

070105 ; 12 ; 1201 ; 1202 ; 120202 ;

摘要：

This work provides a case-study of how metaheuristic optimization algorithms can be developed using a domain-specific language as a separate modeling layer. A separation of the modeling process from the implementation of the algorithmic concepts improves the communication and collaboration of practitioners, optimization experts and programmers. This is achieved by providing a higher level of abstraction compared to a general-purpose programming language. A generic and extensible modeling concept is presented and several example algorithm models are illustrated.

引用

页码：59 / 64

页数：6

共 50 条

[31] Classification of heterogeneous text data for robust domain-specific language modeling
Stas, Jan
Juhar, Jozef
Hladek, Daniel
EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING, 2014,
[32] A Domain-specific Language for Modeling Method Definition: from Requirements to Grammar
Visic, Niksa
Fill, Hans-Georg
Buchmann, Robert Andrei
Karagiannis, Dimitris
2015 IEEE 9TH INTERNATIONAL CONFERENCE ON RESEARCH CHALLENGES IN INFORMATION SCIENCE (RCIS), 2015, : 286 - 297
[33] A domain-specific language for modeling and analyzing solution spaces for technology roadmapping
Breckel, Alexander
Pietron, Jakob
Juhnke, Katharina
Sihler, Florian
Tichy, Matthias
JOURNAL OF SYSTEMS AND SOFTWARE, 2022, 184
[34] Domain-Specific Modeling Language for Security Analysis of EV Charging Infrastructure
Motii, Anas
El Hamlaoui, Mahmoud
Basmadjian, Robert
ENERGIES, 2024, 17 (23)
[35] A Domain-Specific Language for Modeling IoT System Architectures That Support Monitoring
Erazo-Garzon, Lenin
Cedillo, Priscila
Rossi, Gustavo
Moyano, Jose
IEEE ACCESS, 2022, 10 : 61639 - 61665
[36] A Domain-Specific Language for Modeling IoT System Architectures That Support Monitoring
Erazo-Garzon, Lenin
Cedillo, Priscila
Rossi, Gustavo
Moyano, Jose
IEEE Access, 2022, 10 : 61639 - 61665
[37] Analyzing various Topic Modeling Approaches for Domain-Specific Language Model
Phull, Disha Kaur
Kumar, G. Bharadwaja
2017 INTERNATIONAL CONFERENCE ON NETWORKS & ADVANCES IN COMPUTATIONAL TECHNOLOGIES (NETACT), 2017, : 69 - 73
[38] SWEL: A Domain-Specific Language for Modeling Data-Intensive Workflows
Salado-Cid, Ruben
Vallecillo, Antonio
Munir, Kamram
Romero, Jose Raul
BUSINESS & INFORMATION SYSTEMS ENGINEERING, 2024, 66 (02) : 137 - 160
[39] Development of data acquisition systems by using a domain-specific modeling language
Kos, Tomaz
Kosar, Tomaz
Mernik, Marjan
COMPUTERS IN INDUSTRY, 2012, 63 (03) : 181 - 192
[40] A Study of Power-Performance Modeling using a Domain-Specific Language
Umar, Mariam
Meredith, Jeremy S.
Vetter, Jeffrey S.
Cameron, Kirk W.
PROCEEDINGS OF 28TH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER ARCHITECTURE AND HIGH PERFORMANCE COMPUTING, (SBAC-PAD 2016), 2016, : 84 - 92

← 1 2 3 4 5 →