A genetic algorithm for two-dimensional bin packing with due dates
آشنایی با موضوع
الگوریتم ژنتیک (GA) یک تکنیک جستجو در علم رایانه برای یافتن راه حل بهینه و مسائل جستجو است. الگوریتمهای ژنتیک یکی از انواع الگوریتمهای تکاملی‌اند که از علم زیست‌شناسی مثل وراثت، جهش، [انتخاب ناگهانی(زیست‌شناسی)]، انتخاب طبیعی و ترکیب الهام گرفته شده است. الگوریتم ژنتیک که به‌عنوان یکی از روشهای تصادفی بهینه یابی شناخته شده, توسط جان هالند در سال ۱۹۶۷ ابداع شده‌است. در واقع الگوریتمهای ژنتیک از اصول انتخاب طبیعی داروین برای یافتن فرمول بهینه جهت پیش‌بینی یا تطبیق الگو استفاده می‌کنند. کاربرد اصلی الگوریتم ژنتیک در کامپیوتر است. اما روشهای الگوریتم ژنتیک در مهندسی صنایع، برنامه‌ریزی تولید، مدیریت تولید، مدیریت فناوری اطلاعات و مدیریت صنعتی نیز قابل استفاده است. از الگوریتم ژنتیک می‌توان در مدیریت بازاریابی نیز استفاده کرد. برای نمونه استفاده از الگوریتم ژنتیک در بهینه سازی درختان تصمیم گیری برای اعتبارسنجی مشتریان بانکها یکی از موارد کاربرد الگوریتم ژنتیک در مدیریت بازاریابی است که می‌تواند برای پایان نامه استفاده شود.مدلهای برنامه‌ریزی یکپارچه تولید و توزیع نیز با الگوریتم ژنتیک قابل طراحی است.
در این صفحه، تعداد 234 مقاله انگلیسی از ژورنال ها و مجلات معتبر پایگاه ساینس دایرکت (ScienceDirect) درباره موضوع الگوریتم ژنتیک آرشیو شده است که شما می توانید مقالات مورد نظر خود را بر اساس سال انتشار، موضوع مقاله، وضعیت ترجمه و تعداد صفحات، انتخاب نموده و دانلود فرمایید.
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در صورتی که مقاله لاتین مورد نظر شما تا کنون به زبان فارسی ترجمه نشده باشد، واحد ترجمه پایگاه ISI Articles با همکاری تنی چند از اساتید و مترجمان با سابقه، آمادگی دارد آن را در اسرع وقت و با کیفیت مطلوب برای شما ترجمه نماید.
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Performance investigations of genetic algorithms on graphics cards
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Genetic algorithm to the machine repair problem with two removable servers operating under the triadic (0, Q, N, M) policy
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Multi-level genetic algorithm for the resource-constrained re-entrant scheduling problem in the flow shop
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Real-coded Genetic Algorithm for system identification and tuning of a modified Model Reference Adaptive Controller for a hybrid tank system