.png){kind=icon}
Return
Service oriented evolutionary algorithms
.png){kind=icon}
PRE
AI
DOI：10.1007/s00500-013-0999-5.png)
.png){kind=icon}
Original request for help.png){kind=icon}
Share.png){kind=icon}
Save
Abstract
En 中文
This work presents a service oriented architecture for evolutionary algorithms, and an implementation of this architecture using a specific technology (called OSGiLiath). Service oriented architecture is a computational paradigm where users interact using services to increase the integration between systems. The presented abstract architecture is formed by loosely coupled, highly configurable and language-independent services. As an example of an implementation of this architecture, a complete process development using a specific service oriented technology is explained. With this implementation, less effort than classical development in integration, distribution mechanisms and execution time management has been attained. In addition, steps, ideas, advantages and disadvantages, and guidelines to create service oriented evolutionary algorithms are presented. Using existing software, or from scratch, researchers can create services to increase the interoperability in this area.
Keywords:
Evolutionary algorithms
Service oriented architecture
Service oriented science
Web services
Interoperability
Distributed computing
Journal
IF:
2.5
Papers:
1.0W
Citations:
2.1W
Organization
Cited Papers
Voltage dependent degradation of HfSiON/SiO2 nMOSFETs under positive bias temperature instability
.png){kind=icon}
PREAI
ShareSave
ShareSaveShareSave
View more