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» Parallel Simulated Annealing: An Adaptive Approach
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PC
2000
100views Management» more  PC 2000»
13 years 10 months ago
Trading accuracy for speed in parallel simulated annealing with simultaneous moves
A common approach to parallelizing simulated annealing to generate several perturbations to the current solution simultaneously, requiring synchronization to guarantee correct eva...
M. D. Durand, Steve R. White
PPAM
2007
Springer
14 years 4 months ago
Parallel Simulated Annealing Algorithm for Graph Coloring Problem
Abstract. The paper describes an application of Parallel Simulated Annealing (PSA) for solving one of the most studied NP-hard optimization problems: Graph Coloring Problem (GCP). ...
Szymon Lukasik, Zbigniew Kokosinski, Grzegorz Swie...
IPPS
2000
IEEE
14 years 3 months ago
A General Parallel Simulated Annealing Library and its Application in Airline Industry
To solve real-world discrete optimization problems approximately metaheuristics such as simulated annealing and other local search methods are commonly used. For large instances o...
Georg Kliewer, Stefan Tschöke
PATAT
1997
Springer
107views Education» more  PATAT 1997»
14 years 2 months ago
A Comparison of Annealing Techniques for Academic Course Scheduling
In this study we have tackled the NP-hard problem of academic class scheduling (or timetabling) at the university level. We have investigated a variety of approaches based on simu...
M. A. Saleh Elmohamed, Paul D. Coddington, Geoffre...
FOCS
2007
IEEE
14 years 5 months ago
Adaptive Simulated Annealing: A Near-optimal Connection between Sampling and Counting
We present a near-optimal reduction from approximately counting the cardinality of a discrete set to approximately sampling elements of the set. An important application of our wo...
Daniel Stefankovic, Santosh Vempala, Eric Vigoda