Download Decision Making in Complex Systems: The DeciMaS Agent-based by Marina V. Sokolova PDF

By Marina V. Sokolova

The research of advanced platforms draws the eye of many researchers in varied fields. advanced platforms are characterised by way of a excessive variety of entities and a excessive measure of interactions. the most very important gains is they don't contain a significant organizing authority, however the a number of components that make up the structures are self-organized. in addition, a few complicated structures own an emergency precedence: weather swap and sustainable improvement examine, experiences of public overall healthiness, atmosphere habitats, epidemiology, and medication, between others.

Unfortunately, plenty of today’s overlapping techniques fail to satisfy the desires of selection makers while coping with advanced domain names. certainly, the layout of complicated structures frequently calls for the combination of a couple of man made intelligence instruments and methods. the matter could be seen when it comes to pursuits, states, and activities, making a choice on the simplest motion to maneuver the process towards its wanted country or habit. the reason for this is that agent-based methods are used to version advanced systems.

The major goal of this publication is to collect current equipment for selection help platforms construction inside of a coherent agent-based framework and to supply an interdisciplinary and versatile technique for modeling complicated and systemic domain names.

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Extra resources for Decision Making in Complex Systems: The DeciMaS Agent-based Interdisciplinary Framework Approach

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Hybrid methods from various disciplines. [160]A cross-sectoral approach to To create tools able to deal with assessing sustainable development complex, multi-dimensional is introduced. phenomena. Integrated Sustainability Assessment tools. [191]An integrated environment for To facilitate dynamic usage of data embedding intelligence in newly mining extracted knowledge. created agents through the use of Data Mining techniques is presented. An integrated development framework [109]The author introduces a new engineering discipline “Situational” “Method Engineering” that is aimed in constructing new methods and the associated tools (or in adaption existing ones) to every Information System Development project.

The methodologies that were used and studied in depth are discussed in the following sections. 1 The Prometheus Methodology The Prometheus methodology (see Fig. 1) defines a detailed process for specifying, designing and implementing agent-oriented software systems. It consists of three phases [192]: • “System Specification” phase, which focuses on identifying the goals and basic functionalities of the system, along with the inputs (percepts) and outputs (actions) [162]. • “Architectural Design” phase, which uses the outputs from the previous phase to determine which agent types the system will contain and how they will interact.

A role can be related to a system entity. For example, in the case of human organization, a role can represent a “manager” and a “seller”. The role is defined by the following attributes: responsibilities, permissions, activities, and protocols. Responsibilities determine functions of the role and have liveness properties and safety properties. Liveness properties describe the actions and conditions that the agent will bring. In other words, it determines the consequences of the executed procedures, which will be potentially undertaken within a role.

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