کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
383271 660814 2016 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Metaheuristics for protecting critical components in a service system: A computational study
ترجمه فارسی عنوان
فراشناخت برای حفاظت از اجزای مهم در یک سیستم خدماتی: یک مطالعه محاسباتی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
چکیده انگلیسی


• The application of the basic interdiction model is examined as a basis for computational experiments.
• A hybrid approach combining meta-heuristics and optimization methods are proposed for solving the basic interdiction model. They significantly cut down the computational requirement for getting good solutions.
• Extensive computational experiments have been carried to demonstrate the effectiveness and efficiency of our hybrid approach.

Deliberate sabotages and terrorist attacks are major threats to the safety of modern societies. These attacks often target at important infrastructures such as energy production and transmission systems, food and water supply networks, telecommunications networks, transportation networks, etc. In such systems, some components are critical as their malfunction may adversely affect the operations of the whole systems. This research examines several models based on the median problem for identifying these components in a service system. In addition to the existing exact solution methods, we propose meta-heuristics to tackle this computationally hard problem. Our hybrid approach combines the strengths of both meta-heuristics and exact solution methods. The experiment shows that the combination of solution methods significantly cut down the computational requirement for finding the critical components in a service network for protection.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 54, 15 July 2016, Pages 251–264
نویسندگان
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