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ارائه مدلی برای حل مسئله تخصیص افزونگی قابلیت اطمینان بوسیله یک الگوریتم رقابتی تلفیقی چندهدفه | ||
| مطالعات مدیریت صنعتی | ||
| مقاله 4، دوره 14، شماره 42، مهر 1395، صفحه 103-121 اصل مقاله (915.72 K) | ||
| نوع مقاله: مقاله پژوهشی | ||
| نویسندگان | ||
| روزبه عزیز محمدی1؛ مقصود امیری2؛ رضا توکلی مقدم3؛ حمید رضا مشاط زادگان4 | ||
| 1استادیار گروه مهندسی صنایع دانشگاه پیام نور | ||
| 2استاد دانشکده مدیریت صنعتی دانشگاه علامه طباطبایی | ||
| 3استاد دانشکده مهندسی صنایع دانشگاه تهران | ||
| 4دانشجوی دکتری مهندسی صنایع دانشگاه آزاد اسلامی واحد قزوین | ||
| چکیده | ||
| تخصیص اجزاء مازاد شامل انتخاب اجزاء و سطوح افزونگی برای بیشینه نمودن قابلیت اطمینان تحت محدودیتهای مختلف سیستم است. در اکثر طراحیها، به دلیل وجود توابع هدف چندگانه متضاد، محاسبه قابلیت اطمینان دشوار میباشد. در مدل ارائه شده در این مقاله سه هدف شامل بیشینه سازی قابلیت اطمینان،کمینهسازی حجم و کمینهسازی هزینه مد نظر قرار میگیرد که برای حل آن، یک الگوریتم تلفیقی چندهدفه جدید بر پایه الگوریتمهای رقابتی و ژنتیک برای اولین بار در حل مسائل بهینه سازی قابلیت اطمینان چند هدفه با استفاده از تخصیص عضو مازاد پیشنهاد میشود. علاوه بر این از روش رویه شناسی رویه سطح 1( برای تنظیم عملگرهای الگوریتم پیشنهادی استفاده میشود. الگوریتم پیشنهادی در مقایسه با RSM( پاسخ 3از کارایی بالاتری برخوردار است. PAES 2و NSGA-II دو الگوریتم | ||
| کلیدواژهها | ||
| مسئله تخصیص افزونگی؛ روش شناسی رویه سطح پاسخ؛ بهینه سازی قابلیت اطمینان چند هدفه؛ الگوریتم رقابتی؛ الگوریتم ژنتیک | ||
| مراجع | ||
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