Bio

Career

Distributed Artificial Intelligence • Artificial Reasoning for Classical and Quantum Computers

The domain of a knowledge engineering model is a science that is related to reasoning. The distributed Inventor algorithm for the classical computer and its variant for the quantum computer solve tasks and subtasks of the domain conception. It uses a distributed and multi-dimensional reinforcement learning technique. Reasoning techniques solve the dynamic system of the keystone species and derive scientific principles. The Inventor analyzes and synthesizes scientific principles and reasoning techniques. It applies logical inference techniques to process scientific texts on three levels. The multidimensional agent learns knowledge and generalizes information in order to create new knowledge. The agent solves tasks which require different skills and transfers shared features from one skill to another. The agent learns a strategy and uses this strategy to solve a new task and to achieve long-term results for complex new tasks even in different domains. It processes the laws of science and the universe.

Keystone species

The keystone species is a model of game theory that uses a pyramid scheme to represent the interdependency of the agent’s dimensions.

Dynamic system

The Inventor is a distributed AI system that processes neural differential equations which depend on each other and therefore form a dynamic system.

Reduction by implication

I relate the keystone species to a form of reductionism that I call reduction by logical implication.

Metapattern and distributed focus

I use a distributed focus technique to perform complex pattern recognition tasks.

Multidimensional Reinforcement learning

The multidimensional and bidirectional reinforcement learning technique uses Bayesian techniques. The agent learns how the net that represents the semantic and logical relations including the hierarchy of abstraction is structured. The quantum Inventor is the quantum version of the Inventor. It processes a quantum master equation. The quantum Inventor algorithm uses techniques which comply with the laws of quantum mechanics.


Knowledge Engineering • Artificial Intelligence and Legal Logic

The book compares legal techniques and creates a structural model of legal clauses by abstracting the structure of different legal systems. It describes a legal reasoning procedure and combines legal language which is a subclass of controlled natural language with reasoning. The book clarifies the processing of legal language with long-short term memory networks and semi-supervised reinforcement learning.

Computer music • Electronica, Algorithms, Artificial Intelligence

The floating counterpoint genre designates a form and technique of composition that reconciles the historical and contemporary music in a compositional and theoretical way. It is the reinterpretation of compositional techniques characterized by colorful harmonics, the extended tonality of the early moderns and contemporary music, by elaborate counterpoint and highly structured serial techniques. Blended elements of floating counterpoint, downtempo, electronica and world and folk music characterize this unobtrusive, pristine and sparkling music.

The Gifted Individual and the Right to Education

The tasks of education is to qualify gifted individuals to contribute to the objective of intellectuals in a society which is to ensure the values of ethics and reason in addition to autonomy, self-perfection and authenticity by acting in terms of publications, teaching or forms of academic professions independent from direct political influence. Since schooling plays a key role in life and in the system of economic, social and cultural rights, the right to education of the gifted individual is ruled in international and regional treaties and the constitutions of many countries.

Recent publications

• Distributed Artificial Intelligence • Artificial Reasoning for Classical and Quantum Computers

• Knowledge Engineering • Artificial Intelligence and Legal Logic

• Computer music • Electronica, Algorithms, Artificial Intelligence

• The Gifted Individual and the Right to Education

• The Constitution of the Sudan: The Parliament and the Judiciary

• Anwar Ifriqia (Music)

• Gardens of the Nile (Music)