Prolog Programming For Artificial Intelligence 4th Edition.pdf
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[5] The acronym ‘ALF’ stands for intelligent agent with the abilities to self-learning, communication, self-organization, and joint actions with similar agents.
[6] The computational logic is a form of symbolic logic developed in computer science and artificial intelligence. Models described in computational logic can also take advantages of computer-based languages for large scale implementation.
[8] The presented approach allows constructing an evolutionary model of constructing artificial intelligence. The model allows describing a variety of subject areas with constructing knowledge bases. It has universal means to formally describe tasks and environments for implementing computational processes to solve them. The key basic element of the proposed model is the so-called ALF, i.e., an intelligent agent with the abilities to self-learning, communication, self-organization, and joint actions with similar agents. The development of ALF agents is based on evolutionary principles implemented using genetic algorithms. The proposed approach is implemented in the form of a game model. The developed structure and functionality of ALF agents stipulate the flexibility and efficiency of the model, which is confirmed by experiments.
[10] It is shown that the model may be used for constructing efficient and fault-tolerant distributed systems for solving complex tasks with high reliability. The proposed model of constructing an intelligent agent is successfully implemented on the basis of intellectual capacities and abilities for self-learning and communication.
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