Genetic Algorithm Implementation for Perimeter Security Systems CAD

Abstract

This paper discusses the use of genetic algorithms (GA) in a perimeter security CAD system (PSCAD). In this paper we compare the performance of a PSCAD system that uses exhaustive search for optimization with one that uses a genetic algorithm.

Assessment of probabilistic parameters of alarm security detectors taking uncertain noise into account

“…To solve the task (3) -(5) it is possible to use the methods of combinatorics optimization, that were used for the task in the determined form [1] taking into consideration (4), (5) using the developed genetic algorithm.…”

“…The alarm system structure optimization methods were developed in previous work [1] and backgrounds of unidentified influence of the climatic conditions on the detectors' work [2], [3] were presented.…”

“…However it caused the appearance of a large number of alternative components on the market that have different price and quality. The alarm security optimization system that allows designing Pareto-optimal alarm systems using the description of the perimeter and available components database was described in [1]. The probabilities of intruder detection and false alarm, purchase, installation and maintenance costs were taken as optimization criteria.…”