|
This article is cited in 1 scientific paper (total in 1 paper)
Object-oriented framework for software development of scheduling applications
A. S. Anichkina, V. A. Semenovab a Institute for System Programming of the Russian Academy of Sciences
b Moscow Institute of Physics and Technology (State University)
Abstract:
Theory of scheduling and project planning is widely applied in diverse scientific and industrial areas. To effectively solve application-specific problems, it is necessary to state right objectives as well as to take into account a lot of factors, such as task execution models, precedence relationship between tasks, resource limitations, directive deadlines, working calendars, conditions for financial and logistics support of project tasks, specific spatio-temporal requirements, et al. Therefore, the development of scheduling applications becomes more and more complicated purposes, risky and costly ones. In this paper, we present an innovative object-oriented Scheduling Application Framework (SAF) designed to simplify and accelerate the software development processes. The presented SAF framework is a system of C++ classes that implement basic abstractions of the scheduling theory as well as provide ready-to-use components to build target applications of typical scheduling functionality. As a general-purpose mathematical library, the framework enables to set and solve so-called RCPSP problems (Resource-Constrained Project Scheduling Problem) in extended statements peculiar to popular project management systems. Branch and bound and linear dispatching algorithms have been implemented and included as a part of the framework. A dozen of heuristics has been implemented and has been provided by the framework too to solve large-scale problems more effectively. Thereby target application developers can adjust the application solver properly taking into account application-specific issues and making the search of suboptimum schedules more effective. As a software toolkit the framework enables developers to implement own components and to configure target applications in unified and flexible manner. Due to object-oriented paradigm, multi-layer architecture and class package organization, the application development takes relatively small efforts. The SAF framework has been successively validated during development of a software application intended for visual modeling and planning of projects under diverse spatial-temporal, resource and finance constraints. Due to achieved advantages, the framework looks promising for development of both sophisticated multi-disciplinary systems and effective domain-specific scheduling applications.
Keywords:
scheduling theory, project planning and scheduling, software application framework.
Citation:
A. S. Anichkin, V. A. Semenov, “Object-oriented framework for software development of scheduling applications”, Proceedings of ISP RAS, 29:3 (2017), 247–296
Linking options:
https://www.mathnet.ru/eng/tisp231 https://www.mathnet.ru/eng/tisp/v29/i3/p247
|
Statistics & downloads: |
Abstract page: | 253 | Full-text PDF : | 140 | References: | 43 |
|