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کاربرد الگوریتم‌های ریاضی پیشرفته در یکپارچه‌سازی فرآیند طراحی معماری | ||
| معماری و شهرسازی پایدار | ||
| مقاله 1، دوره 9، شماره 1، شهریور 1400، صفحه 1-12 اصل مقاله (1.32 M) | ||
| نوع مقاله: مقاله پژوهشی | ||
| شناسه دیجیتال (DOI): 10.22061/jsaud.2020.6603.1686 | ||
| نویسندگان | ||
| کیا تدین1؛ محمدجواد مهدوی نژاد* 2؛ آزاده شاهچراغی3 | ||
| 1دانشجوی دکتری معماری، گروه معماری،واحد علوم و تحقیقات، دانشگاه آزاد اسلامی، تهران، ایران | ||
| 2استاد گروه معماری، دانشکده هنر و معماری، دانشگاه تربیت مدرس، تهران، ایران. | ||
| 3دانشیار گروه معماری، واحد علوم و تحقیقات، دانشگاه آزاد اسلامی، تهران، ایران. | ||
| تاریخ دریافت: 10 اسفند 1398، تاریخ بازنگری: 10 خرداد 1399، تاریخ پذیرش: 04 مرداد 1399 | ||
| چکیده | ||
| هدف اصلی پژوهش بررسی ظرفیت و کاربرد الگوریتم‌های پیشرفته ریاضی در بازتعریف و یکپارچه‌سازی فرآیند طراحی معماری خلاق است. روش-های نوین طراحی بیش از هر زمان دیگر بر اهمیت پایداری، بهینه‌سازی چندهدفه، انرژی رایانشی، فرمیابی اقلیمی، واقعیت مجازی، اینترنت اشیاء و کاربرد ابردادهها تاکید دارند؛ الگویی که بر اساس نظریه معماری سرآمد، برای تعریف معماری آینده ضروری است. بر اساس روش‌شناسی پژوهش، برای تحلیل میزان تاثیر این الگوریتم‌ها، نمونه‌ای با حجم پنجاه عضو انتخاب شده تا کارایی الگوریتم ژنتیک بررسی شود. بر اساس نتایج به دست آمده از طریق رگرسیون خطی و ضریب همبستگی اسپیرمن، میزان کارایی الگوریتم ژنتیک به دلیل رفتار کاملا پیش‌بینی‌ناپذیر در مواجه با موضوعات مختلف از اعتبار کافی برخوردار نیست؛ اما مطابق با بررسی انجام گرفته در رگرسیون لجستیک، میزان رضایت‌مندی از نتیجهِ کاربرد الگوریتم ژنتیک بسیار بالا معادل 76% ارزیابی شده است. نتایج پژوهش نشان می‌دهد که الگوریتم‌های پیشرفته ریاضی مانند الگوریتم ژنتیک، توانایی اکتشاف و آفرینشگری خلاقانه در فرآیند طراحی معماری را تقویت می‌کنند، هرچند ممکن است که نتایج نهایی با خواسته‌های اولیه فاصله داشته باشد. از این رو در طراحی معماری با کمک هوش مصنوعی قوی، یادگیری عمیق ماشینی و در ترکیب با الگوریتم‌های ریاضی پیشرفته، نتایج مناسب‌تر و بهینه ارائه می‌شود. | ||
| کلیدواژه‌ها | ||
| الگوریتم‌های پیشرفته ریاضی؛ نظریه معماری سرآمد؛ طراحی مقداری؛ الگوریتم ژنتیک؛ معماری آینده | ||
| عنوان مقاله [English] | ||
| Advanced mathematical algorithms to outline integrated architectural design process | ||
| نویسندگان [English] | ||
| Kia Tadayon1؛ Mohammadjavad Mahdavinejad2؛ Azadeh Shahcheraghi3 | ||
| 1PhD. Student of Architecture, Azad Islamic Uni. branch of Science and Research | ||
| 2Prof. of Architecture, Department of Art & Architecture, Tarbiat Modares University, Tehran, Iran. | ||
| 3Associated Prof. of Architecture, Azad Islamic Uni. Tehran, Iran. | ||
| چکیده [English] | ||
| The manuscript is to investigate the application of advanced mathematical algorithms to outline creative architectural design process as part of an integrated architectural design process. The literature review shows that new emerging technologies have challenged the conventional creative architectural design process. The sci-tech poetics of the future trends is in need of a meta-heuristic algorithm to integrate subjective and objective criteria in architectural design process. The conceptual framework of the research is based on high-performance architecture theory which emphasizes on the new generation of high-tech phenomena such as designerly approach to energy efficiency, smart eco-building, computational energy, strong artificial intelligence, agent-based modeling of human behavior, IoT, big-data and machine learning. Based on the methodology of the research, fifty cases selected randomly to analyze impacts of the sci-tech creativity on the integration and efficiency of the architectural design process. The linear regression, the logistic regression and the Spearman correlation coefficient showed a meaningful contribution in harmony of different parts of the architectural design process. The results concluded that advanced mathematical algorithms might be seen as catalysts for shifting to integrated architectural design process. | ||
| کلیدواژه‌ها [English] | ||
| Advanced mathematical algorithms, High-performance architecture theory, Parametric architecture, Genetic algorithm, Future architecture | ||
| مراجع | ||
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