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CCE
2004
15 years 3 months ago
Part II. Future perspective on optimization
Following from part I, which presents a retrospective on optimization, we focus here on areas that are recent active research topics and are likely to strongly influence the futur...
Ignacio E. Grossmann, Lorenz T. Biegler
CDC
2009
IEEE
116views Control Systems» more  CDC 2009»
15 years 8 months ago
Motor planning as an optimization of command representation
— A fundamental problem in the field of motor neuroscience is to understand how our brain generates appropriate motor commands for precise movements effortlessly. The problem se...
Shiro Ikeda, Yutaka Sakaguchi
AI
2008
Springer
15 years 3 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
ASPDAC
2006
ACM
117views Hardware» more  ASPDAC 2006»
15 years 9 months ago
SAT-based optimal hypergraph partitioning with replication
We propose a methodology for optimal k-way partitioning with replication of directed hypergraphs via Boolean satisfiability. We begin by leveraging the power of existing and emerg...
Michael G. Wrighton, André DeHon
GECCO
2008
Springer
135views Optimization» more  GECCO 2008»
15 years 4 months ago
iBOA: the incremental bayesian optimization algorithm
This paper proposes the incremental Bayesian optimization algorithm (iBOA), which modifies standard BOA by removing the population of solutions and using incremental updates of t...
Martin Pelikan, Kumara Sastry, David E. Goldberg