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Методы математической обработки данных в психологии. Учебное пособие

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ɇ. Ɇ. ɄɍɅəɒɈȼȺ
ɆȿɌɈȾɕ ɆȺɌȿɆȺɌɂɑȿɋɄɈɃ
ɈȻɊȺȻɈɌɄɂ ȾȺɇɇɕɏ ȼ ɉɋɂɏɈɅɈȽɂɂ
ɍɱɟɛɧɨɟ ɩɨɫɨɛɢɟ
Ɇɨɫɤɜɚ ȼɨɥɨɝɞɚ
«ɂɧɮɪɚ-ɂɧɠɟɧ
1
ɟɪɢɹ»
ɍȾɄ 159.9.075 ȻȻɄ 88.9
Ʉ90
ɤɚɮɟɞɪɚ ɩɪɢɤɥɚɞɧɨɣ ɦɚɬɟɦɚɬɢɤɢ, ɞɢɮɮɟɪɟɧɰɢɚɥɶɧɵɯ ɭɪɚɜɧɟɧɢɣ
ɢ ɬɟɨɪɟɬɢɱɟɫɤɨɣ ɦɟɯɚɧɢɤɢ ɎȽȻɈɍ ȼɈ «ɆȽɍ ɢɦ. ɇ. ɉ. Ɉɝɚɪɺɜɚ»;
ɞɨɰɟɧɬ ɤɚɮɟɞɪɵ ɰɢɮɪɨɜɵɯ ɬɟɯɧɨɥɨɝɢɣ
ɎȽȻɈɍ ȼɈ «ɘɝɨɪɫɤɢɣ ɝɨɫɭɞɚɪɫɬɜɟɧɧɵɣ ɭɧɢɜɟɪɫɢɬɟɬ»,
ɤɚɧɞɢɞɚɬ ɮɢɡɢɤɨ-ɦɚɬɟɦɚɬɢɱɟɫɤɢɯ ɧɚɭɤ Ɍ. ȼ. ɉɪɨɧɶɤɢɧɚ
Ɋɟɰɟɧɡɟɧɬɵ:
Ʉɭɥɹɲɨɜɚ, ɇ. Ɇ.
Ʉ90 Ɇɟɬɨɞɵ ɦɚɬɟɦɚɬɢɱɟɫɤɨɣ ɨɛɪɚɛɨɬɤɢ ɞɚɧɧɵɯ ɜ ɩɫɢɯɨɥɨɝɢɢ : ɭɱɟɛɧɨɟ ɩɨ-
ɫɨɛɢɟ / ɇ. Ɇ. Ʉɭɥɹɲɨɜɚ. – Ɇɨɫɤɜɚ ; ȼɨɥɨɝɞɚ : ɂɧɮɪɚ-ɂɧɠɟɧɟɪɢɹ, 2025. – 240 ɫ. : ɢɥ., ɬɚɛɥ.
ISBN 978-5-9729-2266-6
ɉɪɟɞɫɬɚɜɥɟɧɵ ɪɚɡɥɢɱɧɵɟ ɦɚɬɟɦɚɬɢɱɟɫɤɢɟ ɩɪ ɢ ɨɛɪɚɛɨɬɤɢ ɪɟɡɭɥɶɬɚɬɨɜ ɩɫɢɯɨɥɨɝɢɱɟɫɤɢɯ ɷɤɫɩɟɪɢɦɟɧɬɨɜ. ɉɨɫɨɛɢɟ ɫɨɞɟɪɠɢɬ ɜɫɟ ɧɟ­ɨɛɯɨɞɢɦɵɟ ɦɚɬɟɪɢɚɥɵ: ɷɥɟɦɟɧɬɚɪɧɨɟ ɢɡɥɨɠɟɧɢɟ ɪɚɡɞɟɥɨɜ ɬɟɨɪɢɢ ɜɟɪɨɹɬɧɨɫɬɟɣ ɢ ɦɚ­ɬɟɦɚɬɢɱɟɫɤɨɣ ɫɬɚɬɢɫɬɢɤɢ; ɩɪɢɦɟɪɵ ɢ ɡɚɞɚɱɢ, ɩɨɦɨɝɚɸɳɢɟ ɨɫɜɨɢɬɶ ɩɪɨɫɬɟɣɲɢɟ ɜɵ­ɱɢɫɥɢɬɟɥɶɧɵɟ ɩɪɨɰɟɞɭɪɵ ɫɬɚɬɢɫɬɢɱɟɫɤɨɣ ɨɛɪɚɛɨɬɤɢ ɞɚɧɧɵɯ; ɤɨɧɬɪɨɥɶɧɵɟ ɜɨɩɪɨɫɵ ɢ ɢɧɞɢɜɢɞɭɚɥɶɧɵɟ ɡɚɞɚɧɢɹ ɩɨ ɤɚɠɞɨɦɭ ɪɚɡɞɟɥɭ; ɧɚɛɨɪ ɬɟɫɬɨɜɵɯ ɜɨɩɪɨɫɨɜ ɢ
Ⱦɥɹ ɫɬɭɞɟɧɬɨɜ, ɦɚɝɢɫɬɪɚɧɬɨɜ ɢ ɚɫɩɢɪɚɧɬɨɜ, ɨɛɭɱɚɸɳɢɯɫɹ ɩɨ ɧɚɩɪɚɜɥɟɧɢɸ «ɉɫɢ­ɯɨɥɨɝɢɹ», «ɋɨɰɢɨɥɨɝɢɹ» ɢ ɪɹɞɭ ɫɦɟɠɧɵɯ ɫɩɟɰɢɚɥɶɧɨɫɬɟɣ.
ɨɰɟɞɭɪɵ ɨɪɝɚɧɢɡɚɰɢɢ, ɩɥɚɧɢɪɨɜɚɧɢɹ
ɡɚɞɚɧɢɣ.
ISBN 978-5-9729-2266-6
ɍȾɄ 159.9.075 ȻȻɄ 88.9
 Ʉɭɥɹɲɨɜɚ ɇ. Ɇ., 2025
ɂɡɞɚɬɟɥɶɫɬɜɨ «ɂɧɮɪɚ-ɂɧɠɟɧɟɪɢɹ», 2025  Ɉɮɨɪɦɥɟɧɢɟ. ɂɡɞɚɬɟɥɶɫɬɜɨ «ɂɧɮɪɚ-ɂɧɠɟɧɟɪɢɹ», 2025
2
ɋɈȾȿɊɀȺɇɂȿ
ɉɊȿȾɂɋɅɈȼɂȿ .......................................................................................................... 4
ɈȻɈɁɇȺɑȿɇɂə ......................................................................................................... 6
1. ȼȼȿȾȿɇɂȿ ȼ ɆȺɌȿɆȺɌɂɑȿɋɄɍɘ ɋɌȺɌɂɋɌɂɄɍ ..................................... 8
1.1. Ɉɛɳɢɟ ɫɜɟɞɟɧɢɹ ɨ ɜɵɛɨɪɨɱɧɨɦ ɦɟɬɨɞɟ ............................................................. 8
1.2. ȼɜɟɞɟɧɢɟ ɜ ɬɟɨɪɢɸ ɢɡɦɟɪɟɧɢɣ .......................................................................... 10
1.3. ȼɚɪɢɚɰɢɨɧɧɵɟ ɪɹɞɵ ɢ ɢɯ ɯɚɪɚɤɬɟɪɢɫɬɢɤɢ ....................................................... 12
1.4. ɇɨɪɦɚɥɶɧɨɟ ɪɚɫɩɪɟɞɟɥɟɧɢɟ ɢ ɟɝɨ ɩɚɪɚɦɟɬɪɵ .................................................. 20
1.5. ɋɬɚɬɢɱɟɫɤɢɟ ɨɰɟɧɤɢ ɩɚɪɚɦɟɬɪɨɜ ɪɚɫɩɪɟɞɟɥɟɧɢɹ ............................................ 21
1.6. ɋɬɚɬɢɫɬɢɱɟɫɤɢɟ ɝɢɩɨɬɟɡɵ .................................................................................. 23
ɉɪɢɦɟɪɵ ɢ ɡɚɞɚɱɢ ...................................................................................................... 26
Ʉɨɧɬɪɨɥɶɧɵɟ ɜɨɩɪɨɫɵ ............................................................................................... 39
ɂɧɞɢɜɢɞɭɚɥɶɧɨɟ ɡɚɞɚɧɢɟ 1 ....................................................................................... 41
2. ȼɕəȼɅȿɇɂȿ ɊȺɁɅɂɑɂɃ ȼ ɍɊɈȼɇȿ ɂɋɋɅȿȾɍȿɆɈȽɈ
ɉɊɂɁɇȺɄȺ ................................................................................................................ 43
2.1. ɋɬɚɬɢɫɬɢɱɟɫɤɢɟ
ɤɪɢɬɟɪɢɢ ɪɚɡɥɢɱɢɹ ................................................................. 43
2.2. ɇɟɩɚɪɚɦɟɬɪɢɱɟɫɤɢɟ ɤɪɢɬɟɪɢɢ ɞɥɹ ɧɟɫɜɹɡɧɵɯ ɜɵɛɨɪɨɤ .................................. 45
ɉɪɢɦɟɪɵ ɢ ɡɚɞɚɱɢ ...................................................................................................... 52
Ʉɨɧɬɪɨɥɶɧɵɟ ɜɨɩɪɨɫɵ ............................................................................................... 63
ɂɧɞɢɜɢɞɭɚɥɶɧɨɟ ɡɚɞɚɧɢɟ 2 ...................................................................................... 64
3. ɈɐȿɇɄȺ ȾɈɋɌɈȼȿɊɇɈɋɌɂ ɋȾȼɂȽȺ ȼ ɁɇȺɑȿɇɂəɏ
ɂɋɋɅȿȾɍȿɆɈȽɈ ɉɊɂɁɇȺɄȺ .............................................................................. 79
3.1. Ɉɛɨɫɧɨɜɚɧɢɟ ɡɚɞɚɱɢ ɢɫɫɥɟɞɨɜɚɧɢɹ ................................................................... 79
3.2. ɇɟɩɚɪɚɦɟɬɪɢɱɟɫɤɢɟ ɤɪɢɬɟɪɢɢ ɞɥɹ ɫɜɹɡɧɵɯ ɜɵɛɨɪɨɤ ..................................... 80
ɉɪɢɦɟɪɵ ɢ ɡɚɞɚɱɢ ...................................................................................................... 86
Ʉɨɧɬɪɨɥɶɧɵɟ ɜɨɩɪɨɫɵ ............................................................................................... 95
ɂɧɞɢɜɢɞɭɚɥɶɧɨɟ ɡɚɞɚɧɢɟ 3 ...................................................................................... 96
4. ɄɊɂɌȿɊɂɂ ɋɈȽɅȺɋɂə ɊȺɋɉɊȿȾȿɅȿɇɂɃ
ɂ ɆɇɈȽɈɎɍɇɄɐɂɈɇȺɅɖɇɕȿ ɋɌȺɌɂɋɌɂɑȿɋɄɂȿ ɄɊɂɌȿɊɂɂ ............. 109
4.1. ȼɵɹɜɥɟɧɢɟ ɪɚɡɥɢɱɢɣ ɜ ɪɚɫɩɪɟɞɟɥɟɧɢɢ
ɩɪɢɡɧɚɤɚ .......................................... 109
4.2. Ɇɧɨɝɨɮɭɧɤɰɢɨɧɚɥɶɧɵɟ ɤɪɢɬɟɪɢɢ .................................................................. 114
ɉɪɢɦɟɪɵ ɢ ɡɚɞɚɱɢ .................................................................................................... 119
Ʉɨɧɬɪɨɥɶɧɵɟ ɜɨɩɪɨɫɵ ............................................................................................. 133
ɂɧɞɢɜɢɞɭɚɥɶɧɨɟ ɡɚɞɚɧɢɟ 4 .................................................................................... 134
5. ɄɈɊɊȿɅəɐɂɈɇɇɕɃ ȺɇȺɅɂɁ ....................................................................... 147
5.1. ɗɥɟɦɟɧɬɵ ɪɟɝɪɟɫɫɢɨɧɧɨɝɨ ɚɧɚɥɢɡɚ ................................................................. 147
5.2. ɗɥɟɦɟɧɬɵ ɤɨɪɪɟɥɹɰɢɨɧɧɨɝɨ ɚɧɚɥɢɡɚ .............................................................. 150
ɉɪɢɦɟɪɵ ɢ ɡɚɞɚɱɢ .................................................................................................... 161
Ʉɨɧɬɪɨɥɶɧɵɟ ɜɨɩɪɨɫɵ ............................................................................................. 172
ɂɧɞɢɜɢɞɭɚɥɶɧɨɟ ɡɚɞɚɧɢɟ 5 ..................................................................................... 173
ɌȿɋɌɈȼɕȿ ɁȺȾȺɇɂə .......................................................................................... 178
ɉɊɂɅɈɀȿɇɂȿ ....................................................................................................... 209
ȻɂȻɅɂɈȽɊȺɎɂɑȿɋɄɂɃ ɋɉɂɋɈɄ .................................................................... 239
3
ɉɊȿȾɂɋɅɈȼɂȿ
ȼ ɧɚɫɬɨɹɳɟɟ ɜɪɟɦɹ ɦɚɬɟɦɚɬɢɤɚ ɫɬɚɥɚ ɹɡɵɤɨɦ, ɧɚ ɤɨɬɨɪɨɦ ɝɨɜɨɪɹɬ ɦɟɠɞɭ
ɫɨɛɨɣ ɩɪɟɞɫɬɚɜɢɬɟɥɢ ɪɚɡɥɢɱɧɵɯ ɧɚɭɱɧɵɯ ɞɢɫɰɢɩɥɢɧ, ɚ ɬɚɤɠɟ ɭɞɨɛɧɵɦ ɢɧɫɬɪɭ­ɦɟɧɬɨɦ ɨɩɢɫɚɧɢɹ ɬɟɯ ɢɥɢ ɢɧɵɯ ɹɜɥɟɧɢɣ ɜ ɪɚɡɥɢɱɧɵɯ ɨɬɪɚɫɥɹɯ ɱɟɥɨɜɟɱɟɫɤɨɣ ɞɟ­ɹɬɟɥɶɧɨɫɬɢ. ȼɫɟ ɛɨɥɶɲɟɟ ɤɨɥɢɱɟɫɬɜɨ ɞɢɫɰɢɩɥɢɧ ɩɪɟɜɪɚɳɚɟɬɫɹ ɜ ɩɨɫɬɚɜɳɢɤɨɜ ɧɨɜɵɯ ɢɧɬɟɪɟɫɧɵɯ ɡɚɞɚɱ ɞɥɹ ɦɚɬɟɦɚɬɢɤɢ. ɉɫɢɯɨɥɨɝɢɹ ɩɪɢɫɨɟɞɢɧɢɥɚɫɶ ɤ ɱɢɫɥɭ ɷɬɢɯ ɞɢɫɰɢɩɥɢɧ
ɜ ɩɟɪɜɵɯ ɪɹɞɚɯ – ɜ ɧɚɱɚɥɟ XX ɜɟɤɚ. ɉɫɢɯɨɥɨɝɢ ɨɯɨɬɧɨ ɢɫɩɨɥɶ­ɡɨɜɚɥɢ ɹɡɵɤ ɦɚɬɟɦɚɬɢɤɢ ɞɥɹ ɮɨɪɦɭɥɢɪɨɜɚɧɢɹ ɫɜɨɢɯ ɡɚɤɨɧɨɜ. ɇɚɩɪɢɦɟɪ, ɩɫɢɯɨ­ɮɢɡɢɤɚ ɧɚɱɚɥɚ ɫɜɨɟ ɪɚɡɜɢɬɢɟ ɫ ɭɫɬɚɧɨɜɥɟɧɢɹ ɦɚɬɟɦɚɬɢɱɟɫɤɢɯ ɡɚɤɨɧɨɦɟɪɧɨɫɬɟɣ (ɮɨɪɦɭɥɚ ȼɟɛɟɪɚ – Ɏɟɯɧɟɪɚ), ɚ ɢɡɜɟɫɬɧɵɣ ɦɚɬɟɦɚɬɢɤ Ɋɟɧɟ Ⱦɟɤɚɪɬ, ɜɧɟɫɲɢɣ ɡɧɚɱɢɬɟɥɶɧɵɣ ɜɤɥɚɞ ɢ ɜ ɪɚɡɜɢɬɢɟ ɩɫɢɯɨɥɨɝɢɢ, ɭɬɜɟɪɠɞɚɥ, ɱɬɨ ɩɫɢɯɨɥɨɝɢɹ ɧɟ ɦɨɠɟɬ ɫɭɳɟɫɬɜɨɜɚɬɶ ɛɟɡ ɦɚɬɟɦɚɬɢɤɢ.
«Ɂɪɟɥɨɫɬɶ
ɧɚɭɤɢ ɨɛɵɱɧɨ ɢɡɦɟɪɹɟɬɫɹ ɬɟɦ, ɜ ɤɚɤɨɣ ɦɟɪɟ ɨɧɚ ɢɫɩɨɥɶɡɭɟɬ ɦɚ-
ɬɟɦɚɬɢɤɭ. ɋɚɦɚ ɠɟ ɦɚɬɟɦɚɬɢɤɚ ɧɟ ɹɜɥɹɟɬɫɹ ɧɚɭɤɨɣ ɜ ɷɦɩɢɪɢɱɟɫɤɨɦ ɫɦɵɫɥɟ, ɧɨ ɩɪɟɞɫɬɚɜɥɹɟɬ ɫɨɛɨɣ ɮɨɪɦɚɥɶɧɭɸ ɥɨɝɢɱɟɫɤɭɸ, ɫɢɦɜɨɥɢɱɟɫɤɭɸ ɫɢɫɬɟɦɭ, ɫɜɨɟɝɨ ɪɨɞɚ ɢɝɪɭ ɡɧɚɤɨɜ ɢ ɩɪɚɜɢɥ», – ɬɚɤ ɧɚɱɢɧɚɟɬ ɋ. ɋ. ɋɬɢɜɟɧɫ ɫɜɨɣ ɤɚɩɢɬɚɥɶɧɵɣ ɬɪɭɞ «ɗɤɫɩɟɪɢɦɟɧɬɚɥɶɧɚɹ ɩɫɢɯɨɥɨɝɢɹ», ɨɤɚɡɚɜɲɢɣ ɛɨɥɶɲɨɟ ɜɥɢɹɧɢɟ ɧɚ ɫɬɚɧɨɜ­ɥɟɧɢɟ ɩɫɢɯɨɥɨɝɢɢ
ɧɟ ɬɨɥɶɤɨ ɡɚ ɪɭɛɟɠɨɦ, ɧɨ ɢ ɜ ɧɚɲɟɣ ɫɬɪɚɧɟ.
Ɇɚɬɟɦɚɬɢɤɚ ɢɫɩɨɥɶɡɭɟɬɫɹ ɜ ɩɫɢɯɨɥɨɝɢɱɟɫɤɢɯ ɢɫɫɥɟɞɨɜɚɧɢɹɯ ɞɥɹ ɫɬɚɬɢ­ɫɬɢɱɟɫɤɨɣ ɨɛɪɚɛɨɬɤɢ ɪɟɡɭɥɶɬɚɬɨɜ, ɞɥɹ ɩɥɚɧɢɪɨɜɚɧɢɹ ɷɤɫɩɟɪɢɦɟɧɬɚ ɢ ɩɪɨɝɧɨɡɢ­ɪɨɜɚɧɢɹ ɨɠɢɞɚɟɦɵɯ ɪɟɡɭɥɶɬɚɬɨɜ, ɞɥɹ ɪɚɡɪɚɛɨɬɤɢ ɢ ɩɨɫɬɪɨɟɧɢɹ ɦɚɬɟɦɚɬɢɱɟɫɤɢɯ ɦɨɞɟɥɟɣ ɪɚɡɥɢɱɧɵɯ ɩɫɢɯɢɱɟɫɤɢɯ ɹɜɥɟɧɢɣ, ɩɪɨɰɟɫɫɨɜ ɢ ɫɨɫɬɨɹɧɢɣ. Ɇɚɬɟɦɚɬɢɱɟ­ɫɤɚɹ ɫɬɚɬɢɫɬɢɤɚ ɜ ɪɭɤɚɯ ɩɫɢɯɨɥɨɝɚ ɦɨɠɟɬ ɢ ɞɨɥɠɧɚ ɛɵɬɶ ɦɨɳɧɵɦ ɢɧɫɬɪɭɦɟɧ ɬɨɦ, ɩɨɡɜɨɥɹɸɳɢɦ ɧɟ ɬɨɥɶɤɨ ɯɨɪɨɲɨ ɨɪɢɟɧɬɢɪɨɜɚɬɶɫɹ ɜ ɛɨɥɶɲɨɦ ɨɛɴɟɦɟ ɷɤɫ­ɩɟɪɢɦɟɧɬɚɥɶɧɵɯ ɞɚɧɧɵɯ, ɧɨ ɢ, ɩɪɟɠɞɟ ɜɫɟɝɨ, ɫɩɨɫɨɛɫɬɜɨɜɚɬɶ ɫɬɚɧɨɜɥɟɧɢɸ ɨɛɴ­ɟɤɬɢɜɧɨɝɨ ɦɵɲɥɟɧɢɹ ɝɪɚɦɨɬɧɨɝɨ ɫɩɟɰɢɚɥɢɫɬɚ.
ɂɡɭɱɟɧɢɟ ɦɟɬɨɞɨɜ ɦɚɬɟɦɚɬɢɱɟɫɤɨɣ ɫɬɚɬɢɫɬɢɤɢ ɩɪɢɡɜɚɧɨ ɪɟɲɢɬɶ ɫɥɟɞɭɸ­ɳɢɟ ɡɚɞɚɱɢ:
– ɞɚɬɶ ɩɪɟɞɫɬɚɜɥɟɧɢɟ ɨɛ ɨɫɧɨɜɧɵɯ ɫɬɚɬɢɫɬɢɱɟɫɤɢɯ ɩɪɨɰɟɞɭɪɚɯ ɢ ɫɩɨɫɨɛɚɯ ɢɯ ɩɪɢɦɟɧɟɧɢɹ;
– ɧɚɭɱɢɬɶ ɫɬɭɞɟɧɬɨɜ ɫɚɦɨɫɬɨɹɬɟɥɶɧɨ ɩɪɨɜɨɞɢɬɶ ɩɟɪɜɨɧɚɱɚɥɶɧɭɸ
ɫɬɚɬɢ-
ɫɬɢɱɟɫɤɭɸ ɨɛɪɚɛɨɬɤɭ ɞɚɧɧɵɯ ɷɤɫɩɟɪɢɦɟɧɬɚɥɶɧɵɯ ɢɫɫɥɟɞɨɜɚɧɢɣ;
– ɧɚɭɱɢɬɶ ɫɬɭɞɟɧɬɨɜ ɞɟɥɚɬɶ ɩɪɚɜɢɥɶɧɵɟ ɩɫɢɯɨɥɨɝɢɱɟɫɤɢɟ ɜɵɜɨɞɵ ɧɚ ɨɫ­ɧɨɜɟ ɪɟɡɭɥɶɬɚɬɨɜ ɫɬɚɬɢɫɬɢɱɟɫɤɨɝɨ ɚɧɚɥɢɡɚ;
– ɧɚɭɱɢɬɶ ɫɬɭɞɟɧɬɨɜ ɩɨɧɢɦɚɬɶ ɩɫɢɯɨɥɨɝɢɱɟɫɤɭɸ ɥɢɬɟɪɚɬɭɪɭ, ɜ ɤɨɬɨɪɨɣ ɢɫɩɨɥɶɡɭɟɬɫɹ ɫɬɚɬɢɫɬɢɱɟɫɤɚɹ ɨɛɪɚɛɨɬɤɚ ɷɤɫɩɟɪɢɦɟɧɬɚɥɶɧɵɯ ɞɚɧɧɵɯ;
– ɧɚɭɱɢɬɶ ɫɬɭɞɟɧɬɨɜ ɝɪɚɦɨɬɧɨ ɩɨɞɝɨɬɚɜɥɢɜɚɬɶ ɞɚɧɧɵɟ ɞɥɹ ɪɚɛɨɬɵ ɫɨ ɫɬɚ­ɬɢɫɬɢɱɟɫɤɢɦɢ ɩɚɤɟɬɚɦɢ ɢ ɩɪɚɜɢɥɶɧɨ ɩɨɧɢɦɚɬɶ ɪɟɡɭɥɶɬɚɬɵ ɢɯ
ɪɚɛɨɬɵ.
ɍɱɟɛɧɨɟ ɩɨɫɨɛɢɟ ɫɨɞɟɪɠɢɬ ɧɟɤɨɬɨɪɵɟ ɦɟɬɨɞɵ ɢ ɦɨɞɟɥɢ ɬɟɨɪɢɢ ɜɟɪɨɹɬɧɨ­ɫɬɟɣ ɢ ɩɪɢɤɥɚɞɧɨɣ ɦɚɬɟɦɚɬɢɱɟɫɤɨɣ ɫɬɚɬɢɫɬɢɤɢ, ɩɪɟɞɧɚɡɧɚɱɟɧɧɵɟ ɞɥɹ ɨɪɝɚɧɢɡɚ­ɰɢɢ ɫɛɨɪɚ, ɫɢɫɬɟɦɚɬɢɡɚɰɢɢ ɢ ɨɛɪɚɛɨɬɤɢ ɫɬɚɬɢɫɬɢɱɟɫɤɢɯ ɞɚɧɧɵɯ ɩɫɢɯɨɥɨɝɢɱɟ­ɫɤɢɯ ɢɫɫɥɟɞɨɜɚɧɢɣ ɫ ɰɟɥɶɸ ɩɨɥɭɱɟɧɢɹ ɧɚɭɱɧɵɯ ɢ ɩɪɚɤɬɢɱɟɫɤɢɯ ɜɵɜɨɞɨɜ. ɍɱɟɛ­ɧɨɟ ɩɨɫɨɛɢɟ ɫɨɫɬɨɢɬ ɢɡ ɩɹɬɢ ɪɚɡɞɟɥɨɜ. ɉɟɪɜɵɣ ɪɚɡɞɟɥ ɩɨɫɜɹɳɟɧ ɨɫɧɨɜɧɵɦ ɩɨ-
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ɧɹɬɢɹɦ, ɢɫɩɨɥɶɡɭɟɦɵɦ ɜ ɦɚɬɟɦɚɬɢɱɟɫɤɨɣ ɨɛɪɚɛɨɬɤɟ ɩɫɢɯɨɥɨɝɢɱɟɫɤɢɯ ɞɚɧɧɵɯ. ȿɝɨ ɧɚɡɧɚɱɟɧɢɟ – ɩɨɞɝɨɬɨɜɤɚ ɤ ɜɨɫɩɪɢɹɬɢɸ ɨɫɧɨɜɧɨɝɨ ɦɚɬɟɪɢɚɥɚ. ȼ ɫɥɟɞɭɸɳɢɯ ɪɚɡɞɟɥɚɯ ɪɚɫɫɦɚɬɪɢɜɚɸɬɫɹ ɨɫɧɨɜɧɵɟ ɦɟɬɨɞɵ ɨɛɪɚɛɨɬɤɢ ɞɚɧɧɵɯ, ɜɤɥɸɱɚɹ ɧɟɩɚ­ɪɚɦɟɬɪɢɱɟɫɤɢɟ ɢ ɩɚɪɚɦɟɬɪɢɱɟɫɤɢɟ ɤɪɢɬɟɪɢɢ ɨɰɟɧɤɢ ɪɚɡɥɢɱɢɣ, ɤɨɪɪɟɥɹɰɢɨɧɧɵɣ ɢ ɪɟɝɪɟɫɫɢɨɧɧɵɣ ɚɧɚɥɢɡ. Ɋɚɡɨɛɪɚɧɧɵɟ ɩɪɢɦɟɪɵ ɧɨɫɹɬ ɭɱɟɛɧɵɣ ɯɚɪɚɤɬɟɪ ɢ ɧɟ ɹɜɥɹɸɬɫɹ ɪɟɡɭɥɶɬɚɬɚɦɢ ɤɚɤɢɯ-ɥɢɛɨ ɤɨɧɤɪɟɬɧɵɯ ɩɫɢɯɨɥɨɝɨ-ɩɟɞɚɝɨɝɢɱɟɫɤɢɯ ɧɚɭɱɧɵɯ ɢɫɫɥɟɞɨɜɚɧɢɣ. Ɋɟɲɟɧɢɟ
ɩɪɨɫɬɵɯ ɩɪɢɦɟɪɨɜ ɜ ɭɱɟɛɧɨɦ ɩɪɨɰɟɫɫɟ ɩɨɡɜɨ-
ɥɹɟɬ ɧɚɝɥɹɞɧɨ ɩɨɤɚɡɚɬɶ, ɤɚɤ ɪɚɛɨɬɚɸɬ ɧɚ ɩɪɚɤɬɢɤɟ ɫɬɚɬɢɫɬɢɱɟɫɤɢɟ ɦɟɬɨɞɵ.
Ɉɬ ɢɡɜɟɫɬɧɵɯ ɭɱɟɛɧɢɤɨɜ ɩɨ ɨɛɫɭɠɞɚɟɦɨɣ ɬɟɦɚɬɢɤɟ ɩɪɟɞɥɚɝɚɟɦɨɟ ɭɱɟɛɧɨɟ ɩɨɫɨɛɢɟ ɨɬɥɢɱɚɟɬɫɹ ɛɨɥɶɲɢɦ ɤɨɥɢɱɟɫɬɜɨɦ ɞɟɦɨɧɫɬɪɚɰɢɨɧɧɵɯ ɡɚɞɚɱ ɢ ɩɨɞɪɨɛ­ɧɨɣ ɦɟɬɨɞɢɤɨɣ ɢɯ ɪɟɲɟɧɢɹ, ɫɨɩɪɨɜɨɠɞɚɸɳɟɣɫɹ ɩɪɟɞɦɟɬɧɨɣ ɬɪɚɤɬɨɜɤɨɣ ɩɨɥɭ­ɱɚɟɦɵɯ ɪɟɡɭɥɶɬɚɬɨɜ. ɗɬɢ ɡɚɞɚɱɢ ɩɨɥɟɡɧɵ ɞɥɹ ɫɬɭɞɟɧɬɨɜ ɪɚɡɥɢɱɧɵɯ ɧɚɩɪɚɜɥɟɧɢɣ ɫ ɰɟɥɶɸ
ɪɟɚɥɢɡɚɰɢɢ ɦɟɠɩɪɟɞɦɟɬɧɵɯ ɫɜɹɡɟɣ.
ȼɫɟ ɪɚɡɞɟɥɵ ɭɱɟɛɧɨɝɨ ɩɨɫɨɛɢɹ ɫɨɞɟɪɠɚɬ ɤɨɧɬɪɨɥɶɧɵɟ ɜɨɩɪɨɫɵ, ɬɟɤɫɬɵ ɢɧɞɢɜɢɞɭɚɥɶɧɵɯ ɡɚɞɚɧɢɣ, ɚ ɬɚɤɠɟ ɩɪɢɜɨɞɢɬɫɹ ɧɚɛɨɪ ɬɟɫɬɨɜɵɯ ɜɨɩɪɨɫɨɜ ɞɥɹ ɩɪɨɜɟɪɤɢ ɩɪɢɨɛɪɟɬɟɧɧɵɯ ɧɚɜɵɤɨɜ. ȼɫɟ ɷɬɨ ɞɚɟɬ ɜɨɡɦɨɠɧɨɫɬɶ ɫɬɭɞɟɧɬɚɦ ɢɡɭɱɚɬɶ ɢɡɥɨɠɟɧɧɵɟ ɜ ɩɨɫɨɛɢɢ ɜɨɩɪɨɫɵ ɫɚɦɨɫɬɨɹɬɟɥɶɧɨ.
ɍɱɟɛɧɨɟ ɩɨɫɨɛɢɟ ɦɨɠɟɬ ɛɵɬɶ ɩɨɥɟɡɧɵɦ ɛɨɥɶɲɨɦɭ ɤɪɭɝɭ ɱɢɬɚɬɟɥɟɣ: ɫɬɭ­ɞɟɧɬɚɦ, ɦɚɝɢɫɬɪɚɧɬɚɦ ɢ ɚɫɩɢɪɚɧɬɚɦ; ɩɪɟɩɨɞɚɜɚɬɟɥɹɦ ɢ ɩɪɚɤɬɢɱɟɫɤɢɦ ɪɚɛɨɬɧɢ ɤɚɦ. ȼ ɬɨ ɠɟ ɜɪɟɦɹ ɛɭɞɟɦ ɜɟɫɶɦɚ ɩɪɢɡɧɚɬɟɥɶɧɵ ɡɚ ɜɫɟ ɡɚɦɟɱɚɧɢɹ ɢ ɩɪɟɞɥɨɠɟɧɢɹ ɩɨ ɫɬɪɭɤɬɭɪɟ ɢ ɫɨɞɟɪɠɚɧɢɸ ɭɱɟɛɧɨɝɨ ɩɨɫɨɛɢɹ, ɤɨɬɨɪɵɟ ɫɥɟɞɭɟɬ ɧɚɩɪɚɜɥɹɬɶ ɩɨ ɚɞɪɟɫɭ kafivt@mail.ru.
Ȼɨɥɶɲɚɹ ɛɥɚɝɨɞɚɪɧɨɫɬɶ ɪɟɰɟɧɡɟɧɬɚɦ: ɞɨɰɟɧɬɭ Ɍ. ȼ. ɉɪɨɧɶɤɢɧɨɣ, ɤɚɮɟɞɪɟ ɩɪɢɤɥɚɞɧɨɣ ɦɚɬɟɦɚɬɢɤɢ Ɇɨɪɞɨɜɫɤɨɝɨ ɝɨɫɭɧɢɜɟɪɫɢɬɟɬɚ ɢ ɞɨɰɟɧɬɭ Ɋ. ȼ. ɀɚɥɧɢ­ɧɭ ɡɚ ɪɟɰɟɧɡɢɪɨɜɚɧɢɟ ɪɭɤɨɩɢɫɢ ɢ ɫɞɟɥɚɧɧɵɟ ɢɦɢ ɡɚɦɟɱɚɧɢɹ.
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5
ɈȻɈɁɇȺɑȿɇɂə
Z
D
G
V
Q
k
P
k
X
V
N
V
x
M
T
T
ɏ, Y, Z, … – ɢɡɭɱɚɟɦɵɣ ɩɪɢɡɧɚɤ.
,ix ,iy
– ɱɚɫɬɨɬɚ ɜɚɪɢɚɧɬɵ
n
i
i
ɧɚɤ
n
i
ɧɚɤ
Z
i
– ɜɨɡɦɨɠɧɵɟ ɡɧɚɱɟɧɢɹ ɩɪɢɡɧɚɤɚ.
z
i
.
x
i
– ɨɬɧɨɫɢɬɟɥɶɧɚɹ ɱɚɫɬɨɬɚ ɜɚɪɢɚɧɬɵ
– ɧɚɤɨɩɥɟɧɧɚɹ ɱɚɫɬɨɬɚ ɜɚɪɢɚɧɬɵ
– ɨɬɧɨɫɢɬɟɥɶɧɚɹ ɱɚɫɬɨɬɚ ɜɚɪɢɚɧɬɵ
.
x
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)(*xF – ɷɦɩɢɪɢɱɟɫɤɚɹ ɮɭɧɤɰɢɹ ɪɚɫɩɪɟɞɟɥɟɧɢɹ.
Ɇ(ɏ) – ɦɚɬɟɦɚɬɢɱɟɫɤɨɟ ɨɠɢɞɚɧɢɟ.
x
– ɫɪɟɞɧɹɹ ɚɪɢɮɦɟɬɢɱɟɫɤɚɹ.
ɫɪ
x – ɫɪɟɞɧɹɹ ɝɚɪɦɨɧɢɱɟɫɤɚɹ.
ɝɚɪ
x – ɫɪɟɞɧɹɹ ɤɜɚɞɪɚɬɢɱɟɫɤɚɹ.
ɤɜ
x
– ɫɪɟɞɧɹɹ ɝɟɨɦɟɬɪɢɱɟɫɤɚɹ.
ɝɦ
x – ɫɬɟɩɟɧɧɚɹ ɫɪɟɞɧɹɹ.
cɬ
,
– ɦɨɞɚ.
)(
XM
M
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,
)(XM
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o
– ɦɟɞɢɚɧɚ.
d – ɫɪɟɞɧɟɟ ɥɢɧɟɣɧɨɟ ɨɬɤɥɨɧɟɧɢɟ, ɢɥɢ ɩɪɨɫɬɨɟ ɫɪɟɞɧɟɟ ɨɬɤɥɨɧɟɧɢɟ.
)(
XD – ɞɢɫɩɟɪɫɢɹ ɫɥɭɱɚɣɧɨɣ ɜɟɥɢɱɢɧɵ.
D – ɷɦɩɢɪɢɱɟɫɤɚɹ ɢɥɢ ɜɵɛɨɪɨɱɧɚɹ ɞɢɫɩɟɪɫɢɹ.
ɜ
– ɝɪɭɩɩɨɜɚɹ ɞɢɫɩɟɪɫɢɹ.
D
j
– ɜɧɭɬɪɢɝɪɭɩɩɨɜɚɹ ɞɢɫɩɟɪɫɢɹ.
2
– ɦɟɠɝɪɭɩɩɨɜɚɹ ɞɢɫɩɟɪɫɢɹ.
)(X
, V – ɫɪɟɞɧɟɟ ɤɜɚɞɪɚɬɢɱɟɫɤɨɟ (ɫɬɚɧɞɚɪɬɧɨɟ) ɨɬɤɥɨɧɟɧɢɟ.
– ɧɚɱɚɥɶɧɵɣ ɬɟɨɪɟɬɢɱɟɫɤɢɣ ɦɨɦɟɧɬ ɩɨɪɹɞɤɚ k.
k
– ɧɚɱɚɥɶɧɵɣ ɷɦɩɢɪɢɱɟɫɤɢɣ ɦɨɦɟɧɬ ɩɨɪɹɞɤɚ k .
M
– ɰɟɧɬɪɚɥɶɧɵɣ ɬɟɨɪɟɬɢɱɟɫɤɢɣ ɦɨɦɟɧɬ ɩɨɪɹɞɤɚ k.
k
– ɰɟɧɬɪɚɥɶɧɵɣ ɷɦɩɢɪɢɱɟɫɤɢɣ ɦɨɦɟɧɬ ɩɨɪɹɞɤɚ k.
m
k
, Ⱥ – ɚɫɢɦɦɟɬɪɢɹ (ɤɨɷɮɮɢɰɢɟɧɬ ɚɫɢɦɦɟɬɪɢɢ).
A
s
, ȿ– ɷɤɫɰɟɫɫ (ɤɨɷɮɮɢɰɢɟɧɬ ɷɤɫɰɟɫɫɚ).
E
a ),(
a
– ɫɥɭɱɚɣɧɚɹ ɜɟɥɢɱɢɧɚ ɏ ɢɦɟɟɬ ɧɨɪɦɚɥɶɧɨɟ ɪɚɫɩɪɟɞɟɥɟɧɢɟ ɫ ɩɚɪɚ-
ɚ ɢ
ɦɟɬɪɚɦɢ
– ɮɭɧɤɰɢɹ Ƚɚɭɫɫɚ.
)(
– ɮɭɧɤɰɢɹ Ʌɚɩɥɚɫɚ.
)(x)
.
– ɧɟɢɡɜɟɫɬɧɵɣ ɩɚɪɚɦɟɬɪ ɬɟɨɪɟɬɢɱɟɫɤɨɝɨ ɪɚɫɩɪɟɞɟɥɟɧɢɹ.
*
– ɫɬɚɬɢɫɬɢɱɟɫɤɚɹ ɨɰɟɧɤɚ (ɫɬɚɬɢɫɬɢɤɚ).
6
2
S
J
D
r
x
U
R
t
Ɍ
r
– ɢɫɩɪɚɜɥɟɧɧɚɹ ɞɢɫɩɟɪɫɢɹ.
– ɞɨɜɟɪɢɬɟɥɶɧɚɹ ɜɟɪɨɹɬɧɨɫɬɶ (ɧɚɞɟɠɧɨɫɬɶ ɨɰɟɧɤɢ).
– ɭɪɨɜɟɧɶ ɡɧɚɱɢɦɨɫɬɢ.
Q-ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ Ɋɨɡɟɧɛɚɭɦɚ. U-ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ ȼɢɥɤɨɤɫɨɧɚ – Ɇɚɧɧɚ – ɍɢɬɧɢ. ɇ-ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ Ʉɪɭɫɤɚɥɚ – ɍɨɥɥɢɫɚ.
ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ ɬɟɧɞɟɧɰɢɣ Ⱦɠɨɧɤɢɪɚ.
S­G-ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ ɡɧɚɤɨɜ.
-ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ ȼɢɥɤɨɤɫɨɧɚ.
Ɍ
2
F
-ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ Ɏɪɢɞɦɚɧɚ.
L-ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ ɉɟɣɞɠɚ. G-ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ ɡɧɚɤɨɜ.
2
F
-ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ ɉɢɪɫɨɧɚ.
Ȝ-ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ Ʉɨɥɦɨɝɨɪɨɜɚ – ɋɦɢɪɧɨɜɚ.
*
M
-ɤɪɢɬɟɪɢɣ – ɤɪɢɬɟɪɢɣ Ɏɢɲɟɪɚ (ɭɝɥɨɜɨɟ ɩɪɟɨɛɪɚɡɨɜɚɧɢɟ Ɏɢɲɟɪɚ).
m-ɤɪɢɬɟɪɢɣ – ɛɢɧɨɦɢɚɥɶɧɵɣ ɤɪɢɬɟɪɢɣ.
,
– ɭɫɥɨɜɧɨɟ ɫɪɟɞɧɟɟ.
y
x
y
– ɜɵɛɨɪɨɱɧɨɟ ɭɪɚɜɧɟɧɢɟ ɪɟɝɪɟɫɫɢɢ Y ɧɚ X.
)(*xfyx
– ɜɵɛɨɪɨɱɧɨɟ ɭɪɚɜɧɟɧɢɟ ɪɟɝɪɟɫɫɢɢ X ɧɚ Y.
)(*yx
M
y
– ɤɨɷɮɮɢɰɢɟɧɬ ɪɟɝɪɟɫɫɢɢ.
xy
– ɫɭɦɦɚ ɤɜɚɞɪɚɬɨɜ ɨɬɤɥɨɧɟɧɢɣ, ɨɛɭɫɥɨɜɥɟɧɧɵɯ ɪɟɝɪɟɫɫɢɟɣ.
Q
– ɫɭɦɦɚ ɤɜɚɞɪɚɬɨɜ ɨɬɤɥɨɧɟɧɢɣ, ɨɛɭɫɥɨɜɥɟɧɧɵɯ ɨɫɬɚɬɨɱɧɵɦɢ ɮɚɤɬɨɪɚɦɢ.
Q
ɨɫɬ
F-ɪɚɫɩɪɟɞɟɥɟɧɢɟ – ɪɚɫɩɪɟɞɟɥɟɧɢɟ Ɏɢɲɟɪɚ – ɋɧɟɞɟɤɨɪɚ.
– ɪɚɫɩɪɟɞɟɥɟɧɢɟ ɋɬɶɸɞɟɧɬɚ.
,
– ɤɨɷɮɮɢɰɢɟɧɬ ɤɨɪɪɟɥɹɰɢɢ ɉɢɪɫɨɧɚ.
r – ɛɢɫɟɪɢɚɥɶɧɵɣ ɤɨɷɮɮɢɰɢɟɧɬ ɤɨɪɪɟɥɹɰɢɢ.
b
r – ɪɚɧɝɨɜɨ-ɛɢɫɟɪɢɚɥɶɧɵɣ ɤɨɷɮɮɢɰɢɟɧɬ ɤɨɪɪɟɥɹɰɢɢ.
rb
r – ɤɨɷɮɮɢɰɢɟɧɬ ɤɨɪɪɟɥɹɰɢɢ ɋɩɢɪɦɟɧɚ.
s
IJ – ɤɨɷɮɮɢɰɢɟɧɬ ɤɨɪɪɟɥɹɰɢɢ Ʉɟɧɞɚɥɥɚ.
7
1. ȼȼȿȾȿɇɂȿ ȼ ɆȺɌȿɆȺɌɂɑȿɋɄɍɘ ɋɌȺɌɂɋɌɂɄɍ
ə ɞɭɦɚɸ, ɧɢɱɟɝɨ ɧɟɬ ɩɪɟɤɪɚɫɧɟɟ ɷɬɨɣ ɫɬɚɬɢɫɬɢɤɢ.
Ⱥ ɡɚɬɟɦ ɧɭɠɧɨ ɧɚɱɚɬɶ ɢɝɪɚɬɶ ɥɭɱɲɟ ɜɫɟɯ.
ɇɭɠɧɨ ɜɵɭɱɢɬɶ ɩɪɚɜɢɥɚ ɢɝɪɵ.
ȼ ɪɟɡɭɥɶɬɚɬɟ ɢɡɭɱɟɧɢɹ ɪɚɡɞɟɥɚ ɫɬɭɞɟɧɬ ɞɨɥɠɟɧ:
– ɭɦɟɬɶ ɢɫɩɨɥɶɡɨɜɚɬɶ ɢɧɫɬɪɭɦɟɧɬɵ ɦɚɬɟɦɚɬɢɱɟɫɤɨɣ ɫɬɚɬɢɫɬɢɤɢ ɞɥɹ ɨɛɪɚ- ɛɨɬɤɢ ɪɟɡɭɥɶɬɚɬɨɜ ɧɚɛɥɸɞɟɧɢɹ ɢɥɢ ɷɤɫɩɟɪɢɦɟɧɬɚ;
– ɜɥɚɞɟɬɶ ɛɚɡɨɜɵɦ ɩɨɧɹɬɢɣɧɵɦ ɚɩɩɚɪɚɬɨɦ ɨɩɢɫɚɬɟɥɶɧɨɣ ɫɬɚɬɢɫɬɢɤɢ ɢ ɧɚɜɵɤɚɦɢ ɪɚɛɨɬɵ ɫ ɧɢɦ.
1.1. Ɉɛɳɢɟ ɫɜɟɞɟɧɢɹ ɨ ɜɵɛɨɪɨɱɧɨɦ ɦɟɬɨɞɟ
ɉɟɪɟɞ ɥɸɛɨɣ ɧɚɭɤɨɣ, ɜ ɬɨɦ ɱɢɫɥɟ ɩɫɢɯɨɥɨɝɢɱɟɫɤɨɣ ɢ ɩɟɞɚɝɨɝɢɱɟɫɤɨɣ, ɫɬɨɢɬ ɡɚɞɚɱɚ ɜɵɹɜɥɟɧɢɹ ɢ ɢɫɫɥɟɞɨɜɚɧɢɹ ɡɚɤɨɧɨɦɟɪɧɨɫɬɟɣ, ɤɨɬɨɪɵɦ ɩɨɞɱɢɧɹɸɬ­ɫɹ ɪɟɚɥɶɧɵɟ ɩɪɨɰɟɫɫɵ. Ɋɟɲɟɧɢɟ ɞɚɧɧɨɣ ɡɚɞɚɱɢ ɩɪɟɞɩɨɥɚɝɚɟɬ ɜɫɟɫɬɨɪɨɧɧɢɣ ɚɧɚ­ɥɢɡ ɞɚɧɧɵɯ, ɱɬɨ ɧɟɜɨɡɦɨɠɧɨ ɛɟɡ ɩɪɢɦɟɧɟɧɢɹ ɤɨɥɢɱɟɫɬɜɟɧɧɵɯ ɦɟɬɨɞɨɜ, ɨɫɧɨ­ɜɚɧɧɵɯ ɧɚ ɢɫɩɨɥɶɡɨɜɚɧɢɢ ɦɚɬɟɦɚɬɢɱɟɫɤɨɝɨ ɚɩɩɚɪɚɬɚ. ɉɨɷɬɨɦɭ ɢɡɭɱɟɧɢɟ ɷɥɟ­ɦɟɧɬɨɜ ɦɚɬɟɦɚɬɢɱɟɫɤɨɣ ɫɬɚɬɢɫɬɢɤɢ ɹɜɥɹɟɬɫɹ ɧɟɨɬɴɟɦɥɟɦɵɦ ɤɨɦɩɨɧɟɧɬɨɦ ɨɛɪɚ­ɡɨɜɚɧɢɹ
ɧɚ ɜɫɟɯ ɟɝɨ ɭɪɨɜɧɹɯ, ɱɬɨ ɩɨɡɜɨɥɹɟɬ: – ɤɨɦɩɚɤɬɧɨ ɢ ɢɧɮɨɪɦɚɬɢɜɧɨ ɨɩɢɫɵɜɚɬɶ ɪɟɡɭɥɶɬɚɬɵ ɷɤɫɩɟɪɢɦɟɧɬɚ; – ɭɫɬɚɧɚɜɥɢɜɚɬɶ ɫɬɟɩɟɧɶ ɞɨɫɬɨɜɟɪɧɨɫɬɢ ɫɯɨɞɫɬɜɚ ɢ ɪɚɡɥɢɱɢɹ ɢɫɫɥɟɞɭɟɦɵɯ
ɨɛɴɟɤɬɨɜ ɧɚ ɨɫɧɨɜɚɧɢɢ ɪɟɡɭɥɶɬɚɬɨɜ ɢɡɦɟɪɟɧɢɣ ɢɯ ɩɨɤɚɡɚɬɟɥɟɣ;
– ɚɧɚɥɢɡɢɪɨɜɚɬɶ ɧɚɥɢɱɢɟ ɢɥɢ ɨɬɫɭɬɫɬɜɢɟ ɡɚɜɢɫɢɦɨɫɬɢ ɦɟɠɞɭ ɪɚɡɥɢɱɧɵɦɢ
ɩɨɤɚɡɚɬɟɥɹɦɢ;
– ɤɨɥɢɱɟɫɬɜɟɧɧɨ ɨɩɢɫɵɜɚɬɶ ɷɬɢ ɡɚɜɢɫɢɦɨɫɬɢ; – ɜɵɹɜɥɹɬɶ ɢɧɮɨɪɦɚɬɢɜɧɵɟ ɩɨɤɚɡɚɬɟɥɢ; – ɝɪɚɦɨɬɧɨ ɩɪɨɜɨɞɢɬɶ ɚɧɚɥɢɡ ɢ ɢɧɬɟɪɩɪɟɬɚɰɢɸ ɩɨɥɭɱɟɧɧɵɯ
ɞɨɜɚɧɢɹ ɞɚɧɧɵɯ.
Ɇɚɬɟɦɚɬɢɱɟɫɤɚɹ ɫɬɚɬɢɫɬɢɤɚ ɡɚɧɢɦɚɟɬɫɹ ɢɡɭɱɟɧɢɟɦ ɡɚɤɨɧɨɦɟɪɧɨɫɬɟɣ,
ɤɨɬɨɪɵɦ ɩɨɞɱɢɧɟɧɵ ɦɚɫɫɨɜɵɟ ɫɥɭɱɚɣɧɵɟ ɹɜɥɟɧɢɹ, ɧɚ ɨɫɧɨɜɟ ɪɟɡɭɥɶɬɚɬɨɜ ɧɚɛɥɸɞɟɧɢɣ ɢ ɹɜɥɹɟɬɫɹ ɬɟɨɪɢɟɣ ɩɪɢɧɹɬɢɹ ɨɩɬɢɦɚɥɶɧɵɯ ɪɟɲɟɧɢɣ, ɤɨɝɞɚ ɩɨɫɥɟɞ­ɫɬɜɢɹ ɨɬ ɞɟɣɫɬɜɢɣ, ɩɪɟɞɩɪɢɧɢɦɚɟɦɵɯ ɧɚ ɨɫɧɨɜɟ ɷɬɢɯ ɪɟɲɟɧɢɣ, ɧɨɫɹɬ ɫɥɭɱɚɣ­ɧɵɣ ɯɚɪɚɤɬɟɪ.
Ɂɚɞɚɱɚ ɦɚɬɟɦɚɬɢɱɟɫɤɨɣ ɫɬɚɬɢɫɬɢɤɢ – ɫɨɡɞɚɧɢɟ ɦɟɬɨɞɨɜ ɫɛɨɪɚ ɢ ɨɛ-
ɪɚɛɨɬɤɢ ɞɚɧɧɵɯ ɞɥɹ ɩɨɥɭɱɟɧɢɹ ɧɚɭɱɧɵɯ ɢ ɩɪɚɤɬɢɱɟɫɤɢɯ ɜɵɜɨɞɨɜ.
ɋɨɜɨɤɭɩɧɨɫɬɶ – ɝɪɭɩɩɚ ɩɪɟɞɦɟɬɨɜ ɢɥɢ ɹɜɥɟɧɢɣ, ɨɛɴɟɞɢɧɟɧɧɵɯ ɤɚɤɢɦ-
ɥɢɛɨ ɨɛɳɢɦ ɩɪɢɡɧɚɤɨɦ ɢɥɢ ɫɜɨɣɫɬɜɨɦ, ɤɚɱɟɫɬɜɟɧɧɨɝɨ ɢɥɢ ɤɨɥɢɱɟɫɬɜɟɧɧɨɝɨ ɯɚ­ɪɚɤɬɟɪɚ.
ȿɞɢɧɢɰɵ ɫɨɜɨɤɭɩɧɨɫɬɢ – ɩɪɟɞɦɟɬɵ ɢɥɢ ɹɜɥɟɧɢɹ, ɨɛɪɚɡɭɸɳɢɟ ɫɨɜɨ-
ɤɭɩɧɨɫɬɶ.
8
Ɉ. Ƚɟɧɪɢ
Ⱥ. ɗɣɧɲɬɟɣɧ
ɜ ɯɨɞɟ ɢɫɫɥɟ-
ɋɩɥɨɲɧɨɟ ɧɚɛɥɸɞɟɧɢɟ, ɩɪɢ ɤɨɬɨɪɨɦ ɨɛɫɥɟɞɭɸɬ ɤɚɠɞɵɣ ɢɡ ɨɛɴɟɤɬɨɜ ɫɨ-
ɜɨɤɭɩɧɨɫɬɢ ɨɬɧɨɫɢɬɟɥɶɧɨ ɢɡɭɱɚɟɦɨɝɨ ɩɪɢɡɧɚɤɚ.
ȼɵɛɨɪɨɱɧɨɟ (ɧɟɫɩɥɨɲɧɨɟ) ɧɚɛɥɸɞɟɧɢɟ – ɢɡɭɱɟɧɢɟ ɱɚɫɬɢ ɨɛɴɟɤɬɨɜ. Ƚɟɧɟɪɚɥɶɧɚɹ ɫɨɜɨɤɭɩɧɨɫɬɶ – ɜɫɹ ɩɨɞɥɟɠɚɳɚɹ ɢɡɭɱɟɧɢɸ ɫɨɜɨɤɭɩɧɨɫɬɶ
ɨɛɴɟɤɬɨɜ (ɦɧɨɠɟɫɬɜɨ ɡɧɚɱɟɧɢɣ ɯɚɪɚɤɬɟɪɢɫɬɢɤɢ, ɩɪɢɧɚɞɥɟɠɚɳɟɣ ɩɪɟɞɫɬɚɜɢɬɟ­ɥɹɦ ɧɟɤɨɬɨɪɨɣ ɫɨɜɨɤɭɩɧɨɫɬɢ ɢɧɞɢɜɢɞɨɜ ɢɥɢ ɫɚɦɨ ɦɧɨɠɟɫɬɜɨ ɢɧɞɢɜɢɞɨɜ).
Ƚɟɧɟɪɚɥɶɧɭɸ ɫɨɜɨɤɭɩɧɨɫɬɶ, ɢɦɟɸɳɭɸ ɫɥɭɱɚɣɧɭɸ ɩɪɢɪɨɞɭ ɢ ɢɡɜɟɫɬɧɵɣ
ɡɚɤɨɧ ɪɚɫɩɪɟɞɟɥɟɧɢɹ, ɦɨɠɧɨ ɫɮɨɪɦɢɪɨɜɚɬɶ ɫ ɩɨɦɨɳɶɸ ɢɧɫɬɪɭɦɟɧɬɚ
ɰɢɹ ɫɥɭɱɚɣɧɵɯ ɱɢɫɟɥ
ɩɚɤɟɬɚ ɚɧɚɥɢɡɚ MS Excel.
Ƚɟɧɟɪɚ-
ȼɵɛɨɪɨɱɧɚɹ ɫɨɜɨɤɭɩɧɨɫɬɶ (ɜɵɛɨɪɤɚ) – ɧɟɤɨɬɨɪɚɹ ɨɬɧɨɫɢɬɟɥɶɧɨ ɧɟɛɨɥɶ-
ɲɚɹ ɢ ɨɛɨɡɪɢɦɚɹ ɱɚɫɬɶ ɝɟɧɟɪɚɥɶɧɨɣ ɫɨɜɨɤɭɩɧɨɫɬɢ.
Ɋɚɡɥɢɱɚɸɬ ɞɜɚ ɜɢɞɚ ɜɵɛɨɪɨɱɧɨɣ ɫɨɜɨɤɭɩɧɨɫɬɢ:
ɧɵɟ
) ɢ ɡɚɜɢɫɢɦɵɟ (ɫɜɹɡɚɧɧɵɟ). ȿɫɥɢ ɢɫɫɥɟɞɨɜɚɧɢɹ ɩɪɨɜɨɞɹɬɫɹ ɧɚ ɨɞɧɨɣ ɢ ɬɨɣ
ɠɟ ɝɪɭɩɩɟ ɪɟɫɩɨɧɞɟɧɬɨɜ, ɬɨ ɜɵɛɨɪɤɢ ɫɱɢɬɚɸɬɫɹ
ɡɚɜɢɫɢɦɵɦɢ.
ɧɟɡɚɜɢɫɢɦɵɟ (ɧɟɫɜɹɡɚɧ-
Ɉɛɴɟɦ ɫɨɜɨɤɭɩɧɨɫɬɢ – ɱɢɫɥɨ ɨɛɴɟɤɬɨɜ ɷɬɨɣ ɫɨɜɨɤɭɩɧɨɫɬɢ.
ɋɭɳɧɨɫɬɶ ɜɵɛɨɪɨɱɧɨɝɨ ɦɟɬɨɞɚ ɫɨɫɬɨɢɬ ɜ ɬɨɦ, ɱɬɨɛɵ ɩɨ ɜɵɛɨɪɨɱɧɨɣ ɫɨ-
ɜɨɤɭɩɧɨɫɬɢ ɞɟɥɚɬɶ ɜɵɜɨɞɵ ɨ ɟɟ ɫɜɨɣɫɬɜɚɯ ɜ ɰɟɥɨɦ.
ȼɵɛɨɪɤɚ ɪɟɩɪɟɡɟɧɬɚɬɢɜɧɚɹ (ɩɪɟɞɫɬɚɜɢɬɟɥɶɧɚɹ), ɟɫɥɢ ɨɧɚ ɚɞɟɤɜɚɬɧɨ
ɜɨɫɩɪɨɢɡɜɨɞɢɬ ɝɟɧɟɪɚɥɶɧɭɸ ɫɨɜɨɤɭɩɧɨɫɬɶ.
Ɉɫɧɨɜɧɵɟ ɷɬɚɩɵ ɪɚɛɨɬɵ ɩɫɢɯɨɥɨɝɚ ɫ ɜɵɛɨɪɤɨɣ: ɭɫɬɚɧɨɜɢɬɶ ɩɨɞɝɪɭɩɩɭ
(ɜɵɛɨɪɤɭ) ɜɧɭɬɪɢ ɝɟɧɟɪɚɥɶɧɨɣ ɫɨɜɨɤɭɩɧɨɫɬɢ, ɩɨɞɪɨɛɧɨ ɢɡɭɱɢɬɶ ɷɬɭ ɜɵɛɨɪɤɭ (ɩɪɨɜɟɫɬɢ ɫ ɧɟɸ ɷɤɫɩɟɪɢɦɟɧɬɚɥɶɧɭɸ ɪɚɛɨɬɭ), ɚ ɡɚɬɟɦ, ɟɫɥɢ ɷɬɨ ɩɨɡɜɨɥɹɸɬ ɪɟ-
ɡɭɥɶɬɚɬɵ ɫɬɚɬɢɫɬɢɱɟɫɤɨɝɨ ɚɧɚɥɢɡɚ, ɪɚɫɩɪɨɫɬɪɚɧɢɬɶ ɩɨɥɭɱɟɧɧɵɟ ɜɵɜɨɞɵ ɧɚ ɜɫɸ ɝɟɧɟɪɚɥɶɧɭɸ ɫɨɜɨɤɭɩɧɨɫɬɶ [3].
Ɉɲɢɛɤɢ ɧɚɛɥɸɞɟɧɢɹ – ɜɨɡɧɢɤɚɸɳɢɟ ɩɪɢ ɧɚɛɥɸɞɟɧɢɢ ɧɟɬɨɱɧɨɫɬɢ. Ɉɲɢɛɤɢ ɪɟɝɢɫɬɪɚɰɢɢ – ɪɚɫɯɨɠɞɟɧɢɹ ɦɟɠɞɭ ɢɫɬɢɧɧɵɦɢ ɢ ɡɚɪɟɝɢɫɬɪɢɪɨ-
ɜɚɧɧɵɦɢ ɩɪɢ ɧɚɛɥɸɞɟɧɢɢ ɡɧɚɱɟɧɢɹɦɢ ɩɪɢɡɧɚɤɚ.
Ɉɲɢɛɤɢ ɪɟɩɪɟɡɟɧɬɚɬɢɜɧɨɫɬɢ – ɪɚɫɯɨɠɞɟɧɢɹ ɯɚɪɚɤɬɟɪɢɫɬɢɤ ɩɪɢɡɧɚɤɚ ɜ
ɜɵɛɨɪɨɱɧɨɣ ɫɨɜɨɤɭɩɧɨɫɬɢ ɨɬ ɫɨɨɬɜɟɬɫɬɜɭɸɳɢɯ ɯɚɪɚɤɬɟɪɢɫɬɢɤ ɟɝɨ ɜ ɝɟɧɟɪɚɥɶ­ɧɨɣ ɫɨɜɨɤɭɩɧɨɫɬɢ, ɜɨɡɧɢɤɚɸɳɢɟ ɥɢɲɶ ɜ ɪɟɡɭɥɶɬɚɬɟ ɬɨɝɨ, ɱɬɨ ɢɫɫɥɟɞɭɟɬɫɹ ɧɟ ɜɫɹ ɫɨɜɨɤɭɩɧɨɫɬɶ, ɚ ɥɢɲɶ ɱɚɫɬɶ ɟɟ.
Ɇɚɬɟɦɚɬɢɱɟɫɤɚɹ ɬɟɨɪɢɹ ɜɵɛɨɪɨɱɧɨɝɨ ɦɟɬɨɞɚ ɫɨɫɬɨɢɬ ɜ ɨɩɪɟɞɟɥɟɧɢɢ
ɫɪɟɞɧɟɣ ɜɟɥɢɱɢɧɵ ɫɥɭɱɚɣɧɵɯ ɨɲɢɛɨɤ ɪɟɩɪɟɡɟɧɬɚɬɢɜɧɨɫɬɢ ɢ ɜɨɡɦɨɠɧɵɯ ɝɪɚɧɢɰ ɢɯ ɩɪɢ ɪɚɡɥɢɱɧɵɯ ɫɩɨɫɨɛɚɯ ɨɛɪɚɡɨɜɚɧɢɹ ɜɵɛɨɪɨɱɧɨɣ ɫɨɜɨɤɭɩɧɨɫɬɢ.
ɉɨɜɬɨɪɧɚɹ ɜɵɛɨɪɤɚ – ɤɚɠɞɵɣ ɨɬɨɛɪɚɧɧɵɣ ɨɛɴɟɤɬ ɩɟɪɟɞ ɨɬɛɨɪɨɦ ɩɨɫɥɟ-
ɞɭɸɳɟɝɨ ɜɨɡɜɪɚɳɚɟɬɫɹ ɜ ɝɟɧɟɪɚɥɶɧɭɸ ɫɨɜɨɤɭɩɧɨɫɬɶ.
Ȼɟɫɩɨɜɬɨɪɧɚɹ ɜɵɛɨɪɤɚ – ɨɬɨɛɪɚɧɧɵɣ ɨɛɴɟɤɬ, ɩɟɪɟɞ ɨɬɛɨɪɨɦ ɩɨɫɥɟɞɭɸ-
ɳɟɝɨ, ɜ ɝɟɧɟɪɚɥɶɧɭɸ ɫɨɜɨɤɭɩɧɨɫɬɶ ɧɟ ɜɨɡɜɪɚɳɚɟɬɫɹ.
ɋɨɛɫɬɜɟɧɧɨ-ɫɥɭɱɚɣɧɵɣ ɨɬɛɨɪ – ɨɫɧɨɜɧɨɣ ɷɥɟɦɟɧɬ ɫɥɨɠɧɵɯ ɜɢɞɨɜ ɜɵ-
ɛɨɪɤɢ. Ɉɧ ɨɪɢɟɧɬɢɪɨɜɚɧ ɧɚ ɜɵɛɨɪɤɭ, ɩɪɢ ɤɨɬɨɪɨɣ ɨɛɴɟɤɬɵ ɢɡɜɥɟɤɚɸɬ ɩɨ ɨɞɧɨ­ɦɭ ɢɡ ɜɫɟɣ ɝɟɧɟɪɚɥɶɧɨɣ ɫɨɜɨɤɭɩɧɨɫɬɢ ɛɟɡ ɪɚɡɛɢɟɧɢɹ ɟɟ ɧɚ ɱɚɫɬɢ.
Ɇɟɯɚɧɢɱɟɫɤɢɣ ɨɬɛɨɪ – ɝɟɧɟɪɚɥɶɧɚɹ ɫɨɜɨɤɭɩɧɨɫɬɶ ɞɟɥɢɬɫɹ ɧɚ ɫɬɨɥɶɤɨ
ɝɪɭɩɩ, ɫɤɨɥɶɤɨ ɨɛɴɟɤɬɨɜ ɞɨɥɠɧɨ ɜɨɣɬɢ ɜ ɜɵɛɨɪɤɭ, ɢ ɢɡ ɤɚɠɞɨɣ ɝɪɭɩɩɵ ɨɬɛɢɪɚ­ɟɬɫɹ ɨɞɢɧ ɨɛɴɟɤɬ.
9
ɋɨɛɫɬɜɟɧɧɨ-ɫɥɭɱɚɣɧɭɸ ɩɨɜɬɨɪɧɭɸ ɢ ɦɟɯɚɧɢɱɟɫɤɭɸ ɜɵɛɨɪɤɭ ɦɨɠɧɨ
ɫɮɨɪɦɢɪɨɜɚɬɶ, ɢɫɩɨɥɶɡɭɹ
ȼɵɛɨɪɤɚ ɩɚɤɟɬɚ ɚɧɚɥɢɡɚ MS Excel.
Ɍɢɩɢɱɟɫɤɢɣ (ɫɬɪɚɬɢɮɢɰɢɪɨɜɚɧɧɵɣ) ɨɬɛɨɪ – ɝɟɧɟɪɚɥɶɧɭɸ ɫɨɜɨɤɭɩɧɨɫɬɶ
ɩɨ ɧɟɤɨɬɨɪɨɦɭ ɩɪɢɡɧɚɤɭ ɩɪɟɞɜɚɪɢɬɟɥɶɧɨ ɪɚɡɛɢɜɚɸɬ ɧɚ ɧɟɩɟɪɟɫɟɤɚɸɳɢɟɫɹ ɝɪɭɩɩɵ. Ɂɚɬɟɦ ɢɡ ɤɚɠɞɨɣ ɝɪɭɩɩɵ ɩɨ ɫɯɟɦɟ ɫɥɭɱɚɣɧɨɣ ɜɵɛɨɪɤɢ ɨɬɛɢɪɚɸɬ ɨɩɪɟ­ɞɟɥɟɧɧɨɟ ɱɢɫɥɨ ɨɛɴɟɤɬɨɜ.
ɋɟɪɢɣɧɵɣ ɨɬɛɨɪ – ɝɟɧɟɪɚɥɶɧɭɸ ɫɨɜɨɤɭɩɧɨɫɬɶ ɪɚɡɛɢɜɚɸɬ ɧɚ ɧɟɤɨɬɨɪɨɟ
ɤɨɥɢɱɟɫɬɜɨ ɧɟɩɟɪɟɫɟɤɚɸɳɢɯɫɹ ɫɟɪɢɣ ɢ ɩɪɨɢɡɜɨɞɹɬ ɜɵɛɨɪɤɭ ɫɟɪɢɣ.
ɇɚ ɩɪɚɤɬɢɤɟ ɱɚɫɬɨ ɩɪɢɦɟɧɹɸɬ
ɤɨɦɛɢɧɢɪɨɜɚɧɧɵɣ ɨɬɛɨɪ, ɩɪɢ ɤɨɬɨɪɨɦ ɫɨ-
ɱɟɬɚɸɬɫɹ ɪɚɫɫɦɨɬɪɟɧɧɵɟ ɜɵɲɟ ɫɩɨɫɨɛɵ.
ȼ ɰɟɥɨɦ, ɧɚɭɱɧɨ-ɢɫɫɥɟɞɨɜɚɬɟɥɶɫɤɭɸ ɪɚɛɨɬɭ ɩɫɢɯɨɥɨɝɚ, ɩɪɨɜɨɞɹɳɟɝɨ ɷɤɫ-
ɩɟɪɢɦɟɧɬɵ, ɦɨɠɧɨ ɩɪɟɞɫɬɚɜɢɬɶ ɜ ɜɢɞɟ ɫɥɟɞɭɸɳɟɣ ɫɯɟɦɵ.
ɂɋɋɅȿȾɈȼȺɌȿɅɖ (ɩɫɢɯɨɥɨɝ)
p
ɩɪɟɞɦɟɬ ɢɫɫɥɟɞɨɜɚɧɢɹ (ɩɫɢɯɢɱɟɫɤɢɟ ɫɜɨɣɫɬɜɚ, ɩɪɨɰɟɫɫɵ, ɮɭɧɤɰɢɢ ɢ ɬ. ɩ.)
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ɢɫɩɵɬɭɟɦɵɣ (ɝɪɭɩɩɚ ɢɫɩɵɬɭɟɦɵɯ)
p
ɷɤɫɩɟɪɢɦɟɧɬ (ɢɡɦɟɪɟɧɢɟ)
p
ɞɚɧɧɵɟ ɷɤɫɩɟɪɢɦɟɧɬɚ (ɱɢɫɥɨɜɵɟ ɤɨɞɵ)
p
ɫɬɚɬɢɫɬɢɱɟɫɤɚɹ ɨɛɪɚɛɨɬɤɚ ɞɚɧɧɵɯ ɷɤɫɩɟɪɢɦɟɧɬɚ
p
ɪɟɡɭɥɶɬɚɬ ɫɬɚɬɢɫɬɢɱɟɫɤɨɣ ɨɛɪɚɛɨɬɤɢ (ɱɢɫɥɨɜɵɟ ɤɨɞɵ)
p
ɜɵɜɨɞɵ
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ɉɈɅɍɑȺɌȿɅɖ ɇȺɍɑɇɈɃ ɂɇɎɈɊɆȺɐɂɂ (ɡɚɤɚɡɱɢɤ)
1.2. ȼɜɟɞɟɧɢɟ ɜ ɬɟɨɪɢɸ ɢɡɦɟɪɟɧɢɣ
Ⱦɚɧɧɵɟ
ɜ ɫɬɚɬɢɫɬɢɤɟ – ɷɬɨ ɨɫɧɨɜɧɵɟ ɷɥɟɦɟɧɬɵ, ɩɨɞɥɟɠɚɳɢɟ ɚɧɚɥɢɡɭ.
Ʉɨɥɢɱɟɫɬɜɟɧɧɵɟ ɞɚɧɧɵɟ – ɪɟɡɭɥɶɬɚɬɵ ɢɡɦɟɪɟɧɢɣ. ɂɯ ɦɨɠɧɨ ɪɚɫɩɪɟɞɟ-
ɥɢɬɶ ɩɨ ɲɤɚɥɟ ɫ ɪɚɜɧɵɦɢ ɢɧɬɟɪɜɚɥɚɦɢ.
ɉɨɪɹɞɤɨɜɵɟ ɞɚɧɧɵɟ – ɫɨɨɬɜɟɬɫɬɜɭɸɬ ɦɟɫɬɚɦ ɷɥɟɦɟɧɬɨɜ ɜ ɩɨɫɥɟɞɨɜɚ-
ɬɟɥɶɧɨɫɬɢ, ɩɨɥɭɱɟɧɧɨɣ ɩɪɢ ɢɯ ɪɚɫɩɨɥɨɠɟɧɢɢ ɜ ɜɨɡɪɚɫɬɚɸɳɟɦ ɩɨɪɹɞɤɟ.
Ʉɚɱɟɫɬɜɟɧɧɵɟ ɞɚɧɧɵɟ – ɤɚɤɢɟ-ɥɢɛɨ ɫɜɨɣɫɬɜɚ ɷɥɟɦɟɧɬɨɜ ɜɵɛɨɪɤɢ ɢɥɢ
ɩɨɩɭɥɹɰɢɢ. ɂɯ ɧɟɥɶɡɹ ɢɡɦɟɪɢɬɶ, ɢ ɟɞɢɧɫɬɜɟɧɧɨɣ ɢɯ ɤɨɥɢɱɟɫɬɜɟɧɧɨɣ ɨɰɟɧɤɨɣ ɫɥɭɠɢɬ ɱɚɫɬɨɬɚ ɜɫɬɪɟɱɚɟɦɨɫɬɢ.
ɉɪɢɡɧɚɤɢ ɢ ɩɟɪɟɦɟɧɧɵɟ – ɷɬɨ ɢɡɦɟɪɹɟɦɵɟ ɩɫɢɯɨɥɨɝɢɱɟɫɤɢɟ ɹɜɥɟɧɢɹ. Ɇɚɬɟɦɚɬɢɱɟɫɤɚɹ ɨɛɪɚɛɨɬɤɚ – ɷɬɨ ɨɩɟɪɢɪɨɜɚɧɢɟ ɫɨ ɡɧɚɱɟɧɢɹɦɢ ɩɪɢɡɧɚ-
ɤɚ, ɩɨɥɭɱɟɧɧɵɦɢ ɜ ɢɫɫɥɟɞɨɜɚɧɢɢ.
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