Genetic algorithm machine and its production method, and method

Details Genetic algorithm machine and its production method, and method Genetic algorithm machine and its production method, and method

1997-08-13

1999-10-19

Black, Thomas G.

Data processing: database and file management or data structures

Database design

Data structure types

707 1, 707102, 706 13, 706 45, G06F 1700

Patent

active

059704870

ABSTRACT:
A multi-purpose non-problem-specific hardware-based framework for the execution of a genetic algorithm (GA) accelerates the execution speed of a GA through the implementation of hardware-based non-problem-specific functions of population memory, first and second chromosome registers, crossover module, mutation operator, and survival comparator. The non-problem-specific aspect of the hardware-based framework turns problem-specific without changing the contents of the framework once a problem-specific fitness function circuit is included for evaluating chromosomal data representing a potential problem solution. The hardware-based framework is thus applicable to a variety of problem-specific aspects of the problem-specific fitness function circuit.

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A Hardware Genetic Algorithm for the Traveling Salesman Problem on Splash 2, Reconfigurable Logic Laboratory Brigham Young University, Provo Utah, Paul Graham and Brent Nelson, pp. 352-361, Springer, Oxford, 1995.
Implementing a Genetic Algorithm on a Parallel Custom Computing Machine, Brown University, Nathan Sitkoff, et al., 1995 IEEE, pp. 180-187.

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