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A formal analysis of the computational dynamics in GIGANTEC.

Amr Badr — 2001

Mathware and Soft Computing

An evolutionary algorithm formalism has been forwarded in a previous research, and implemented in the system GIGANTEC: enetic nduction for eneral nalytical on-numeric ask volution ompiler [Bad98][Bad99]. A dynamical model is developed to analyze the behaviour of the algorithm. The model is dependent in its analysis on classical Compilers Theory, Game Theory and Markov Chains and its convergence characteristics. The results conclude that a limiting state is reached, which is independent of the initial...

A hybrid evolutionary approach to intelligent system design.

Amr Badr;  Ibrahim Farag;  Saad Eid — 1999

Mathware and Soft Computing

The problem of developing a general methodology for system design has always been demanding. For this purpose, an evolutionary algorithm, adapted with design-specific representation data structures is devised. The representation modeling the system to be designed, is composed of three levels of abstraction: the first, is an 'abstract brain' layer - mainly a number of competing finite state machines, which in turn control the second level composed of fuzzy Petri nets; the third level constitutes...

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