{"product_id":"multi-agent-systems-for-artificial-life-domain-von-ahmed-elmahalawy","title":"Multi Agent Systems for Artificial Life Domain","description":"\u003cp\u003eIn this work, I focus on the use of Anticipation in Multi Agent Systems (MAS), particularly on a preventive anticipation that consists of anticipating undesirable future situations in order to avoid them.  In this thesis designed architecture is intended for intelligent autonomous agents that should behave in a complex Artificial Life (ALife) like environment. The primary motivation behind this research was to propose and integrate Anticipation Approaches in a designed simulator. I implemented 3 different types of Machine Learning Algorithms in my Anticipatory Agent System (Anticipator) to see which one gives the most promising results. (Markov Chain, Neural Net and Genetics Programming). After I included an Adaptation Behaviour Block in my (NMAS) system - it has been solved an Adaptation Anticipatory Multi Agent System (A2MAS). Finally, I suggested a concrete approach to a communication among agents in a system Round Contract (RCont) based on principles of the FIPA Contract Net Protocol. In the end, I applied designed systems with anticipation in daily life applications. One of the most useful applications in this area is a Smart Home project especially for Power Management.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838345901\"\u003e\u003ch3\u003eUsing Multi Agent system for modeling and simulation of the anticipation behavior and its application in real life domain\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838345901","offer_id":39499069358173,"sku":"9783838345901","price":68.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/b97c1903-8062-4992-bb2d-a7a844eb7882.jpg?v=1774932485","url":"https:\/\/shop.autorenwelt.de\/products\/multi-agent-systems-for-artificial-life-domain-von-ahmed-elmahalawy","provider":"Autorenwelt Shop","version":"1.0","type":"link"}