Search Results - "Rudolph, Gunter"
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Quantum-Inspired Hyper-Heuristics for Energy-Aware Scheduling on Heterogeneous Computing Systems
Published in IEEE transactions on parallel and distributed systems (01-06-2016)“…Power and performance tradeoff optimization is one of the most significant issues on heterogeneous multiprocessor or multicomputer systems (HMCSs) with…”
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A Set Based Newton Method for the Averaged Hausdorff Distance for Multi-Objective Reference Set Problems
Published in Mathematics (Basel) (01-10-2020)“…Multi-objective optimization problems (MOPs) naturally arise in many applications. Since for such problems one can expect an entire set of optimal solutions, a…”
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Convergence of evolutionary algorithms on the n-dimensional continuous space
Published in IEEE transactions on cybernetics (01-10-2013)“…Evolutionary algorithms (EAs) are random optimization methods inspired by genetics and natural selection, resembling simulated annealing. We develop a method…”
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The hypervolume based directed search method for multi-objective optimization problems
Published in Journal of heuristics (01-06-2016)“…We present a new hybrid evolutionary algorithm for the effective hypervolume approximation of the Pareto front of a given differentiable multi-objective…”
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Multiobjective optimization for interwoven systems
Published in Journal of multi-criteria decision analysis (01-01-2017)“…In practical situations, complex systems are often composed of subsystems or subproblems with single or multiple objectives. These subsystems focus on…”
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Editorial: Special issue on understanding complexity in multiobjective optimization
Published in Journal of multi-criteria decision analysis (01-01-2017)Get full text
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Evolutionary kernel machines
Published in Evolutionary intelligence (01-09-2012)Get full text
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8
Vitamin B12 in Leber hereditary optic neuropathy mutation carriers: a prospective cohort study
Published in Orphanet journal of rare diseases (09-08-2022)“…Abstract Background Leber hereditary optic neuropathy (LHON) is the most common mitochondrial disorder, frequently resulting in acute or subacute severe…”
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Scalarization versus indicator-based selection in multi-objective CMA evolution strategies
Published in 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence) (01-06-2008)“…While scalarization approaches to multi- criteria optimization become infeasible in the case of many objectives, for few objectives the benefits of population-…”
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Evaluating Creativity in Automatic Reactive Accompaniment of Jazz Improvisation
Published in Transactions of the International Society for Music Information Retrieval (30-11-2021)“…Music generating computer programs can support jazz musicians and students during performance and practice, for instance by providing accompaniment for solo…”
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Waardenburg's Syndrome Type IIA with Partial Albinism
Published in Klinische Monatsblatter fur Augenheilkunde (01-12-2022)Get more information
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Benchmark-Driven Configuration of a Parallel Model-Based Optimization Algorithm
Published in IEEE transactions on evolutionary computation (01-12-2022)“…This article introduces a benchmarking framework that allows rigorous evaluation of parallel model-based optimizers for expensive functions. The framework…”
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Characterization of a novel non‐canonical splice site variant (c.886‐5T>A) in NBAS and description of the associated phenotype
Published in Molecular genetics & genomic medicine (01-03-2023)“…Background Biallelic pathogenic variants in the neuroblastoma‐amplified sequence (NBAS) gene manifest in a broad spectrum of disorders, including, but not…”
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Leber's Hereditary Optic Neuropathy
Published in Klinische Monatsblatter fur Augenheilkunde (01-11-2019)“…Leber's hereditary optic neuropathy (LHON) typically affects young adults with a higher prevalence in men, but can ultimately occur at any age and also in…”
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Large deletions of the KCNV2 gene are common in patients with cone dystrophy with supernormal rod response
Published in Human mutation (01-12-2011)“…Cone dystrophy with supernormal rod response (CDSRR) is considered to be a very rare autosomal recessive retinal disorder. CDSRR is associated with mutations…”
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Runtime Analysis of (1+1)-EA on a Biobjective Test Function in Unbounded Integer Search Space
Published in 2023 IEEE Symposium Series on Computational Intelligence (SSCI) (05-12-2023)“…Runtime results of multiobjective evolutionary algorithms in unbounded integer spaces are scarce at present. In order to advance this research field we…”
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CNGA3 Mutations in Hereditary Cone Photoreceptor Disorders
Published in American journal of human genetics (01-10-2001)“…We recently showed that mutations in the CNGA3 gene encoding the α-subunit of the cone photoreceptor cGMP-gated channel cause autosomal recessive complete…”
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Towards Adaptation in Multiobjective Evolutionary Algorithms for Integer Problems
Published in 2024 IEEE Congress on Evolutionary Computation (CEC) (30-06-2024)“…Parameter control refers to the techniques that dynamically adapt the parameter values of the evolutionary algorithm during the optimization process, such as…”
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Replacing FEA for sheet metal forming by surrogate modeling
Published in Cogent engineering (01-01-2014)“…This paper presents an innovative approach for employing surrogate modeling in computer-aided design of sheet metal work pieces. The surrogate models replace…”
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Niching by multiobjectivization with neighbor information: Trade-offs and benefits
Published in 2013 IEEE Congress on Evolutionary Computation (01-06-2013)“…In this paper we investigate the ability of selection methods to enforce niching on multi modal problems. Using theoretical properties where possible, and…”
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