Militarized Conflict Modeling Using Computational Intelligence is popular PDF and ePub book, written by Tshilidzi Marwala in 2011-08-24, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Militarized Conflict Modeling Using Computational Intelligence can be Read Online from any device for your convenience.
Militarized Conflict Modeling Using Computational Intelligence Book PDF Summary
Militarized Conflict Modeling Using Computational Intelligence examines the application of computational intelligence methods to model conflict. Traditionally, conflict has been modeled using game theory. The inherent limitation of game theory when dealing with more than three players in a game is the main motivation for the application of computational intelligence in modeling conflict. Militarized interstate disputes (MIDs) are defined as a set of interactions between, or among, states that can result in the display, threat or actual use of military force in an explicit way. These interactions can result in either peace or conflict. This book models the relationship between key variables and the risk of conflict between two countries. The variables include Allies which measures the presence or absence of military alliance, Contiguity which measures whether the countries share a common boundary or not and Major Power which measures whether either or both states are a major power. Militarized Conflict Modeling Using Computational Intelligence implements various multi-layer perception neural networks, Bayesian networks, support vector machines, neuro-fuzzy models, rough sets models, neuro-rough sets models and optimized rough sets models to create models that estimate the risk of conflict given the variables. Secondly, these models are used to study the sensitivity of each variable to conflict. Furthermore, a framework on how these models can be used to control the possibility of peace is proposed. Finally, new and emerging topics on modelling conflict are identified and further work is proposed.
Detail Book of Militarized Conflict Modeling Using Computational Intelligence PDF
- Author : Tshilidzi Marwala
- Release : 24 August 2011
- Publisher : Springer Science & Business Media
- ISBN : 9780857297907
- Genre : Computers
- Total Page : 268 pages
- Language : English
- PDF File Size : 9,6 Mb
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