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MABS
1998
Springer
14 years 2 months ago
Agent-Based Modeling vs. Equation-Based Modeling: A Case Study and Users' Guide
In many domains, agent-based system modeling competes with equation-based approaches that identify system variables and evaluate or integrate sets of equations relating these varia...
H. Van Dyke Parunak, Robert Savit, Rick L. Riolo
NETWORKING
2004
13 years 11 months ago
Link-Based Fair Aggregation: A Simple Approach to Scalable Support of Per-Flow Service Guarantees
To support service guarantees in packet-switched networks, three approaches have been proposed. They are the Stateless Core (SCORE) approach, the Integrated Services (IntServ) appr...
Yuming Jiang
UAI
2003
13 years 11 months ago
A Simple Insight into Iterative Belief Propagation's Success
In non-ergodic belief networks the posterior belief of many queries given evidence may become zero. The paper shows that when belief propagation is applied iteratively over arbitr...
Rina Dechter, Robert Mateescu
AI
2008
Springer
13 years 10 months ago
Properties of tree convex constraints
It is known that a tree convex network is globally consistent if it is path consistent. However, if a tree convex network is not path consistent, enforcing path consistency on it ...
Yuanlin Zhang, Eugene C. Freuder
JCP
2007
121views more  JCP 2007»
13 years 10 months ago
Learning by Discrimination: A Constructive Incremental Approach
Abstract— This paper presents i-AA1 , a constructive, incremental learning algorithm for a special class of weightless, self-organizing networks. In i-AA1 , learning consists of ...
Christophe G. Giraud-Carrier, Tony R. Martinez