Swarms of Swarms An extension of the Heatbug tutorial

نویسنده

  • James Kramer
چکیده

The notion of a “swarm of swarms” (i.e., a hierarchy of swarms) is a strong theoretical concept meant to provide an explicit, measurable, and examinable link between the microlevel constituents in a complex system and the properties and actions exhibited by the macro-level system. Proposed examples range across such diverse topics as the modeling of biological organisms [3], techniques employed by the U.S. Army in both organization [1] and battle tactics [6], the design of objectoriented programming languages [2], historical societal evolution and interaction [5], and the structure of economic models [4], to name just a few. The design of the Swarm package incorporates the idea of hierarchical swarms as a major design feature. However, currently there are very few available model implementations at the tutorial level that utilize this capability. This paper examines some possibilities and ideas for implementing multi-level swarms, with the end goal of serving as both a research vehicle and a form of mini-tutorial. With this in mind, extensions of the well-known Heatbug tutorial code are designed and implemented.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Facies Relations and Emplacement Styles of Magmatic Bodies in N-Qazvin, Western Alborz

Lat-Blukan district situated on N-Qazvin and western Alborz zone contains various extrusive and intrusive bodies with Eocene age. They are divided into three main facies that are volcaniclastic deposits (including tuff, lapilli tuff, agglomerate, tuffaceous sandstone and shale and also the carbonate intercalations), the trachyandesitic lava flows and subvolcanic bodies (including dioritic bodie...

متن کامل

Do small swarms have an advantage when house hunting? The effect of swarm size on nest-site selection by Apis mellifera.

Reproductive swarms of honeybees are faced with the problem of finding a good site to establish a new colony. We examined the potential effects of swarm size on the quality of nest-site choice through a combination of modelling and field experiments. We used an individual-based model to examine the effects of swarm size on decision accuracy under the assumption that the number of bees actively ...

متن کامل

An Analysis of Sub-swarms in Multi-swarm Systems

Particle swarm optimization cannot guarantee convergence to the global optimum on multi-modal functions, so multiple swarms can be useful. One means to coordinate these swarms is to use a separate search mechanism to identify different regions of the solution space for each swarm to explore. The expectation is that these independent subswarms can each perform an effective search around the regi...

متن کامل

Interacting Brownian Swarms: Some Analytical Results

We consider the dynamics of swarms of scalar Brownian agents subject to local imitation mechanisms implemented using mutual rank-based interactions. For appropriate values of the underlying control parameters, the swarm propagates tightly and the distances separating successive agents are iid exponential random variables. Implicitly, the implementation of rank-based mutual interactions, require...

متن کامل

Real-time Evolving Swarms for Rapid Pattern Detection and Tracking

In this paper, we discuss a simple extension to the standard particle swarm optimization algorithm, inspired by genetic algorithms that allow swarms to cope better with dynamically changing fitness evaluations for a given parameter space. We demonstrate the utility of the extension in an application system for dynamical facial feature detection and tracking, which uses the proposed “real-time e...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2003