研讨会9:PDCO并行/分布式组合与优化

Grégoire Danoy, D. E. Baz, V. Boyer, B. Dorronsoro, L. Yang, Keqin Li
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引用次数: 0

摘要

IEEE并行/分布式组合与优化研讨会旨在为科学研究人员和工程师提供一个论坛,讨论并行或分布式计算领域的最新进展,以解决困难的组合优化问题,如0-1多维背包问题,削减库存问题,调度问题,大规模线性规划问题,非线性优化问题和全局优化问题。重点放在解决这些难题的新技术,如整数规划问题的合作方法。考虑了基于元启发式和自然启发范式的技术。考虑了与组合科学计算(CSC)相关的方面。我们特别邀请有关稀疏矩阵计算、图算法、并行或分布式算法的原创稿件投稿。考虑了GPU、MIC、FPGA、志愿计算等并行和分布式计算新方法的使用。应用于云计算,规划,物流,制造,金融,电信和计算生物学。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Workshop 9: PDCO Parallel / Distributed Combinatorics and Optimization
The IEEE Workshop on Parallel / Distributed Combinatorics and Optimization aims at providing a forum for scientific researchers and engineers on recent advances in the field of parallel or distributed computing for difficult combinatorial optimization problems, like 0–1 multidimensional knapsack problems, cutting stock problems, scheduling problems, large scale linear programming problems, nonlinear optimization problems and global optimization problems. Emphasis is placed on new techniques for the solution of these difficult problems like cooperative methods for integer programming problems. Techniques based on metaheuristics and nature-inspired paradigms are considered. Aspects related to Combinatorial Scientific Computing (CSC) are considered. In particular, we solicit submissions of original manuscripts on sparse matrix computations, graph algorithm and original parallel or distributed algorithms. The use of new approaches in parallel and distributed computing like GPU, MIC, FPGA, volunteer computing are considered. Application to cloud computing, planning, logistics, manufacturing, finance, telecommunications and computational biology are considered.
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