Diploma Genetic Algorithms

Replenishment date: 30.11.2008
Content: 81130155553280.rar (119.39 KB)
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Description
1. SYMBOL MODEL AND INTERPRETATION OF ITS ELEMENTS IN TERMS OF POPULATION GENETICS
1.1 Representation of feasible solutions to an extremal problem in the form of binary strings
1.2 Individuals and their variable characteristics
1.3 Populations and generations
1.4 The problem of synthesis of a voltage stabilizer as an extremal problem of an exhaustive search
2. INTERACTION OF THE MAIN FACTORS OF POPULATION EVOLUTION DURING THE LIFE CYCLE
2.1 Reproduction of individuals, maintaining hereditary succession "by-offspring" of the traits of "parents"
2.2 Acquisition of new qualitative traits by individuals
2.3 The basic structure of a genetic algorithm that simulates the evolutionary development of a population
3. SCHEMES OF REPRODUCTION OF SPECIAL
3.1 Genes recombination
4 Gene mutations
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