Multi-Agent Technology

Magenta Technology is the world multi-agent technology development and commercialization leader. We have a proved successful experience of this technology application for solving complicated business problems in transport and marine logistics.

• Multi-Agent Technology
• Enterprise Ready Software

These technologies are the basis of our powerful solutions and allow our clients get the considerable competitive advantages.

In contrast with traditional systems where a solution is found as a result of centralized, sequential and deterministic algorithms, in multi-agent systems a solution is obtained as a result of distributed interactions of agents – autonomous software objects, which are aimed at finding may be not optimal but the best possible solution for each moment of time.

If an option they view as the best possible is occupied by another agent, they identify the conflict and try to solve this conflict by negotiating and making trade-offs. The compromise the agents achieve represents a temporary and, as a rule, so-called "unstable equilibrium" (balance) or, alternatively, "stable non-equilibrium" of their interests.

This new principle radically differentiates our solutions and allows applying our tools, products and systems for solving the most complicated problems.

These problems include:

• Different tasks of real-time resource planning;
• Pattern recognition and data analysis to find hidden knowledge;
• Simulation of complex processes and systems;
• Revealing user's interests and user behaviour simulation.

All these problems are characterized by uncertainty and high dynamics, multiple interdependencies, high complexity, necessity to consider a multitude of individual factors, non-linearity, and dependence on history or even on time moment and so on. That is why to solve such problems classical mathematics turns to new directions related to the theory of chaos, genetic programming, neural networks, fractals and others.

We believe that using of multi-agent technology can bring significant benefits in the following industries:

• Aerospace;
• Aircraft;
• Biotechnology;
• Consulting;
• Education;
• Manufacturing;
• Retail & Wholesale;
• Telecommunications;
• Transportation.

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