فهرست:
فصل 1- مقدمه. 2
1-1- مقدمه. 3
1-2- سیستم‌های توزیع شده 4
1-3- شبکه‌های حسگر. 5
1-4- تعریف مسئله و اهداف تحقیق.. 7
1-5- ساختار پایاننامه. 10
فصل 2- مفاهیم پیش‌زمینه. 12
2-1- مقدمه. 13
2-2- تعریف سیستم‌های توزیعی.. 13
2-3- اهداف... 15
2-3-1- دسترس‌پذیر کردن منابع.. 15
2-3-2- شفافیت توزیع.. 16
2-3-3- باز بودن.. 17
2-3-4- مقیاس‌پذیری.. 18
2-4- انواع سیستم‌های توزیعی.. 19
2-4-1- سیستم‌های محاسبات توزیعی.. 19
2-4-2- سیستم‌های اطلاعات توزیعی.. 23
2-4-3- سیستم‌های فراگیر توزیعی.. 30
2-5- شبکه‌های حسگر. 37
2-5-1- شبکه‌های حسگر بیسیم، جهان و ایران.. 37
2-5-2- وضیعت شبکه حسگر بیسیم در جهان.. 38
2-5-3- وضیعت شبکه حسگر بیسیم در ایران.. 40
2-6- مفاهیم شبکه های عصبی.. 44
2-6-1- مشخصات نرون.. 44
2-6-2- مدل تک ورودی.. 44
2-6-3- توابع محرک... 44
2-6-4- مدل چند ورودی.. 46
2-6-5- ساختار شبکه های عصبی.. 46
2-7- آموزش و یادگیری شبکه‌های عصبی مصنوعی.. 48
2-7-1- آموزش با نظارت... 49
2-7-2- آموزش بدون نظارت... 49
2-7-3- آموزش تقویت یافته. 50
2-7-4- آموزش رقابتی.. 50
2-7-5- برنامه و آموزش شبکه‌های عصبی مصنوعی به روش پس انتشار خطا 51
2-7-6- قدرت تفکیک شبکه‌های عصبی مصنوعی.. 52
2-8- شبکه‌های عصبی خودسازمانده 52
2-9- شبکه های خودسازمانده دارای وزن ثابت... 53
2-9-1- شبکه ی ماکس نت... 53
2-9-2- شبکه ی کلاه مکزیکی.. 54
2-9-3- شبکه ی همینگ.... 57
فصل 3- کارهای مرتبط... 60
3-1- مقدمه. 61
3-2- کارهای مرتبط... 61
فصل 4- شبیه‌سازی و مدل نمودن شبکه‌های حسگر با شبکه‌های عصبی رقابتی.. 84
4-1- مقدمه. 85
4-2- انحصار متقابل.. 86
4-2-1- الگوریتم متمرکز. 87
4-2-2- الگوریتم نامتمرکز. 88
4-2-3- الگوریتم توزیع شده 89
4-2-4- الگوریتم حلقه‌نشانه. 92
4-3- شباهت‌های شبکه‌عصبی و سیستم توزیع‌شده 93
4-3-1- منابع.. 94
4-3-2- شفافیت... 94
4-3-3- عملیات یادگیری.. 95
4-3-4- مدل مشتری - خدمت‌گذار 95
4-3-5- پردازش موازی.. 95
4-3-6- سخت‌افزار و نرم‌افزار 96
4-4- مدل پیشنهادی.. 96
فصل 5- ارزیابی.. 101
5-1- ارزیابی مدل پیشنهادی.. 102
فصل 6- نتیجه‌گیری و کارهای آینده 111
6-1- نتیجه گیری و کارهای آینده 112
مراجع.................................................................................................................................................................115
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