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A cool tool for digits converting. It could be applied in GA.

Project description

Introduction

Abstract

A cool tool for digits converting.

It could be applied in Genetic Algorithm to encode the solutions.

Keywords

Converter, Digits

Content

Classes:

BaseConverter: .tonumber(lst), .tolist(num, L)
DigitConverter
BinaryConverter: subclass of DigitConverter
IntervalConverter

Objects:

colorConverter: instance of BinaryConverter, transform a number to a list of 0-1s
unitIntervalConverter: instance of IntervalConverter, transform a number in interval [0,1] to list of 0-1s

Grammar

import

import digit_converter

Basic usage

Codes:

print(f'color-converter: {colorConverter.tonumber([1,0,1,0,1,1,1,0])}<->{colorConverter.tolist(174)}')

c = BinaryConverter(exponent=4)
d = c.tolist(12.223, L=8)
print(f'binary-converter: {d}<->{c.tonumber(d)}={c.pretty(d)}')
c = IntervalConverter(a=0, b=10)
d = c.tolist(2.4, L=8)
print(f'[{c.a},{c.b}]-converter: {d}<->{c.tonumber(d)}={c.pretty(d)}')

OUTPUT:

color-converter: 174<->[1, 0, 1, 0, 1, 1, 1, 0]
binary-converter: [0, 1, 1, 0, 0, 0, 0, 1]<->12.125=0*2^4 + 1*2^3 + 1*2^2 + 0*2^1 + 0*2^0 + 0*2^-1 + 0*2^-2 + 1*2^-3
[0,10]-converter: [0, 0, 1, 1, 1, 1, 0, 1]<->2.3828125=0*2^1 + 0*2^0 + 1*2^-1 + 1*2^-2 + 1*2^-3 + 1*2^-4 + 0*2^-5 + 1*2^-6

Project details


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Files for digit-converter, version 0.4
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