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ICGA
1997
134views Optimization» more  ICGA 1997»
13 years 11 months ago
Local Search Genetic Algorithm for Optimization of Highly Reliable Communications Networks
This paper presents a genetic algorithm (GA) with specialized encoding, initialization and local search genetic operators to optimize communication network topologies. This NPhard...
Berna Dengiz, Fulya Altiparmak, Alice E. Smith
EVOW
2009
Springer
14 years 4 months ago
Stochastic Local Search Techniques with Unimodal Continuous Distributions: A Survey
In continuous black-box optimization, various stochastic local search techniques are often employed, with various remedies for fighting the premature convergence. This paper surve...
Petr Posík
ECAIW
2000
Springer
14 years 2 months ago
Board-Laying Techniques Improve Local Search in Mixed Planning and Scheduling
When searching the space of possible plans for combined planning and scheduling problems we often reach a local maximum and must either backtrack or otherwise modify the plan to m...
Russell Knight, Gregg Rabideau, Steve A. Chien
CP
2008
Springer
13 years 11 months ago
Engineering Stochastic Local Search for the Low Autocorrelation Binary Sequence Problem
Abstract. This paper engineers a new state-of-the-art Stochastic Local Search (SLS) for the Low Autocorrelation Binary Sequence (LABS) problem. The new SLS solver is obtained with ...
Steven Halim, Roland H. C. Yap, Felix Halim
AI
2008
Springer
13 years 10 months ago
Understanding the role of noise in stochastic local search: Analysis and experiments
Stochastic local search (SLS) algorithms have recently been proven to be among the best approaches to solving computationally hard problems. SLS algorithms typically have a number...
Ole J. Mengshoel