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EU/ME - the metaheuristics community

Sex and Metaheuristic Metaphors

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As metaheuristics continue to play an increasingly important role in the field of Analytics, the connection between metaheuristics and Analytics invites closer examination. This leads, improbably but interestingly, to the topic of metaheuristic metaphors and – as I’ll describe in a moment – to the topic of sex.    

Read more here: http://optimaldecisionanalytics.typepad.com/optimal-decision-analytic/2011/10/sex-and-metaheuristic-metaphors.html

Last Updated on Thursday, 27 October 2011 07:16
 

EURO 2012 - Conference film

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Dear friend,

The Organizers of the 25th EURO Conference have a great honor and pleasure of inviting you to take part in this Conference to be held on 8- 11 July 2012, in Vilnius, Lithuania. EU/ME, the metaheuristics community  would love to see you all at the EURO 2012 conference. Please have a look at the recent promotional film.

http://www.youtube.com/watch?v=mYB7Ky9gBwY

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EJOR 216(1), 2012

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Solving the two-echelon location routing problem by a GRASP reinforced by a learning process and path relinking

by  Viet-Phuong Nguyen, Christian Prins and Caroline Prodhon

Abstract: The two-echelon location-routing problem (LRP-2E) arises from recent transportation applications like city logistics. In this problem, still seldom studied, first-level trips serve from a main depot a set of satellite depots, which must be located, while second-level trips visit customers from these satellites. After a literature review on the LRP-2E, we present four constructive heuristics and a hybrid metaheuristic: A greedy randomized adaptive search procedure (GRASP) complemented by a learning process (LP) and path relinking (PR). The GRASP and learning process involve three greedy randomized heuristics to generate trial solutions and two variable neighbourhood descent (VND) procedures to improve them. The optional path relinking adds a memory mechanism by combining intensification strategy and post-optimization. Numerical tests show that the GRASP with LP and PR outperforms the simple heuristics and an adaptation of a matheuristic initially published for a particular case, the capacitated location-routing problem (CLRP). Additional tests on the CLRP indicate that the best GRASP competes with the best metaheuristics published.

Last Updated on Friday, 07 October 2011 06:08 Read more...
 

Computers & OR 39(6), 2012

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Iterated local search and very large neighborhoods for the parallel-machines total tardiness problem

by F. Della Croce, T. Garaix and A. Grosso

Abstract:

We present computational results with a heuristic algorithm for the parallel machines total weighted tardiness problem. The algorithm combines generalized pairwise interchange neighborhoods, dynasearch optimization and a new machine-based neighborhood whose size is non-polynomial in the number of machines. The computational results significantly improve over the current state of the art for this problem.

Last Updated on Monday, 10 October 2011 08:10 Read more...
 

EJOR 215(2), 2011

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A skyline heuristic for the 2D rectangular packing and strip packing problems

by  Lijun Wei, Wee-Chong Oon and Wenbin Zhu and Andrew Lim

Abstract: In this paper, we propose a greedy heuristic for the 2D rectangular packing problem (2DRP) that represents packings using a skyline; the use of this heuristic in a simple tabu search approach outperforms the best existing approach for the 2DRP on benchmark test cases. We then make use of this 2DRP approach as a subroutine in an “iterative doubling” binary search on the height of the packing to solve the 2D rectangular strip packing problem (2DSP). This approach outperforms all existing approaches on standard benchmark test cases for the 2DSP.

Last Updated on Friday, 07 October 2011 06:09 Read more...
 


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