Combinatorial optimization np-hard problem solved by using the quadratic assignment problem (QAP) solution through a parallel genetic algorithm on GPU
نویسندگان
چکیده
منابع مشابه
A Solution for the Quadratic Assignment Problem (QAP) through a Parallel Genetic Algorithm Based Grid on GPU
The QAP is considered one of the most complex combinatorial optimization problems and it is the model for many real life problems such as facilities location, camp planning, computer keyboard design and electronic boards cabling, among other applications. This Paper solves some significant instances of this problem through an improved Parallel Genetic Algorithm based Grid by means of the local ...
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The classic Quadratic Assignment Problem (QAP) is one of the most interesting and challenging combinatorial optimization problems in existence. Since QAP is NP-complete, it is notoriously difficult to be solved by exact solution methods. This paper focuses on the intelligent solution methods, particularly, genetic algorithms, and related development on QAP. A hybrid genetic algorithm is devised...
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چکیده-پخش بار بهینه به عنوان یکی از ابزار زیر بنایی برای تحلیل سیستم های قدرت پیچیده ،برای مدت طولانی مورد بررسی قرار گرفته است.پخش بار بهینه توابع هدف یک سیستم قدرت از جمله تابع هزینه سوخت ،آلودگی ،تلفات را بهینه می کند،و هم زمان قیود سیستم قدرت را نیز برآورده می کند.در کلی ترین حالتopf یک مساله بهینه سازی غیر خطی ،غیر محدب،مقیاس بزرگ،و ایستا می باشد که می تواند شامل متغیرهای کنترلی پیوسته و گ...
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ژورنال
عنوان ژورنال: Visión electrónica
سال: 2018
ISSN: 2248-4728,1909-9746
DOI: 10.14483/22484728.14623