Militarized Conflict Modeling Using Computational Intelligence

Militarized Conflict Modeling Using Computational Intelligence
Author :
Publisher : Springer Science & Business Media
Total Pages : 268
Release :
ISBN-10 : 9780857297907
ISBN-13 : 0857297902
Rating : 4/5 (902 Downloads)

Book Synopsis Militarized Conflict Modeling Using Computational Intelligence by : Tshilidzi Marwala

Download or read book Militarized Conflict Modeling Using Computational Intelligence written by Tshilidzi Marwala and published by Springer Science & Business Media. This book was released on 2011-08-24 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Militarized Conflict Modeling Using Computational Intelligence Related Books

Militarized Conflict Modeling Using Computational Intelligence
Language: en
Pages: 268
Authors: Tshilidzi Marwala
Categories: Computers
Type: BOOK - Published: 2011-08-24 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Militarized Conflict Modeling Using Computational Intelligence examines the application of computational intelligence methods to model conflict. Traditionally,
Economic Modeling Using Artificial Intelligence Methods
Language: en
Pages: 271
Authors: Tshilidzi Marwala
Categories: Computers
Type: BOOK - Published: 2013-04-02 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Economic Modeling Using Artificial Intelligence Methods examines the application of artificial intelligence methods to model economic data. Traditionally, econo
Condition Monitoring Using Computational Intelligence Methods
Language: en
Pages: 247
Authors: Tshilidzi Marwala
Categories: Technology & Engineering
Type: BOOK - Published: 2012-01-23 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Condition Monitoring Using Computational Intelligence Methods promotes the various approaches gathered under the umbrella of computational intelligence to show
Smart Computing Applications in Crowdfunding
Language: en
Pages: 512
Authors: Bo Xing
Categories: Business & Economics
Type: BOOK - Published: 2018-12-07 - Publisher: CRC Press

DOWNLOAD EBOOK

The book focuses on smart computing for crowdfunding usage, looking at the crowdfunding landscape, e.g., reward-, donation-, equity-, P2P-based and the crowdfun
Artificial Intelligence, Game Theory and Mechanism Design in Politics
Language: en
Pages: 221
Authors: Tshilidzi Marwala
Categories: Political Science
Type: BOOK - Published: 2023-08-04 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book explores how AI and mechanism design can provide a new framework for international politics. The international political system is all manners in whic