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A new metaheuristic genetic-based placement algorithm for 2D strip packing
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نویسنده
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Thomas Jaya ,Chaudhari S. Narendra
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منبع
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journal of industrial engineering international - 2014 - دوره : 10 - شماره : 1 - صفحه:1 -16
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چکیده
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Given a container of fixed width, infinite height and a set of rectangular block, the 2d-strip packing problem consists of orthogonally placing all the rectangles such that the height is minimized. the position is subject to confinement of no overlapping of blocks. the problem is a complex np-hard combinatorial optimization, thus a heuristic based on genetic algorithm is proposed to solve it. in this paper, we give a hybrid approach which combined genetic encoding and evolution scheme with the proposed placement approach. such a combination resulted in better population evolution and faster solution convergence to optimal. the approach is subjected to a comprehensive test using benchmark instances. the computation results validate the solution and the effectiveness of the approach.
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کلیدواژه
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Combinatorial optimization ,Crossover ,Fitness ,Genetic algorithm ,Operation research ,Placement approach ,Strip packing
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آدرس
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Department of Computer Science and Engineering, Indian Institute of Technology Indore, Indore, India, India, Department of Computer Science and Engineering, Indian Institute of Technology Indore, Indore, India, India
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پست الکترونیکی
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nsc183@gmail.com
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Authors
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