By Mariam Kiran
ISBN-10: 1498723853
ISBN-13: 9781498723855
From the Foreword:
"This ebook exemplifies the most winning methods to modeling and simulating [the] new new release of advanced platforms. FLAME was once designed to make the construction of enormous scale advanced structures types elementary and the simulation code that it generates is extremely effective and will be run on any smooth expertise. FLAME was once the 1st such platform that ran successfully on excessive functionality parallel desktops and a model for GPU know-how can also be on hand. At its center, and reasons why it's so effective and powerful, is using a strong computational version ‘Communicating X-machines’ that's common sufficient to deal with so much sorts of modelling difficulties. in addition to being more and more very important in educational examine, FLAME is now being utilized in in lots of various software parts. This ebook describes the fundamentals of FLAME and is illustrated with a variety of examples."
—Professor Mike Holcombe, college of Sheffield, UK
Agent-based types have proven functions in numerous fields akin to biology, economics, and social technological know-how. through the years, a number of agent-based modeling frameworks were produced, permitting specialists with non-computing heritage to simply write and simulate their types. besides the fact that, almost all these types are restricted by means of the aptitude of the framework, the time it takes for a simulation to complete, or how you can deal with the large quantities of knowledge produced. FLAME (Flexible Large-scale Agent-based Modeling surroundings) used to be produced and built over the years to handle those issues.
This booklet includes a accomplished precis of the sector, covers the fundamentals of FLAME, and indicates how techniques of X-machines, might be stretched throughout a number of fields to supply agent versions. it's been written with numerous audiences in brain. First, it really is prepared as a suite of types, with designated descriptions of the way types could be designed, specifically for rookies. a couple of theoretical points of software program engineering and the way they relate to agent-based types are mentioned for college students drawn to software program engineering and parallel computing. ultimately, it really is meant as a consultant to builders from biology, economics, and social technological know-how, who are looking to discover how one can write agent-based versions for his or her examine region. through operating in the course of the version examples supplied, somebody could be in a position to layout and construct agent-based versions and installation them. With FLAME, they could simply raise the agent quantity and run versions on parallel pcs, so one can store on simulation complexity and ready time for results.
Because the sector is so huge and energetic, the e-book doesn't goal to hide all points of agent-based modeling and its study demanding situations. The types are provided to teach researchers how they could construct complicated agent services for his or her versions. The ebook demonstrates the good thing about utilizing agent-based versions in simulation experiments, supplying a case to maneuver clear of differential equations and construct extra trustworthy, just about genuine, models.