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检索条件"主题词=evolutionary Algorithms"
12006 条 记 录,以下是281-290 订阅
排序:
evolutionary algorithms for solving unconstrained, constrained and multi-objective noisy combinatorial optimisation problems
arXiv
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arXiv 2021年
作者: Aishwaryaprajna Rowe, Jonathan E. School of Computer Science University of Birmingham Birmingham United Kingdom The Alan Turing Institute London United Kingdom
We present an empirical study of a range of evolutionary algorithms applied to various noisy combinatorial optimisation problems. There are three sets of experiments. The first looks at several toy problems, such as O... 详细信息
来源: 评论
When hypermutations and ageing enable artificial immune systems to outperform evolutionary algorithms
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THEORETICAL COMPUTER SCIENCE 2020年 832卷 166-185页
作者: Corus, Dogan Oliveto, Pietro S. Yazdani, Donya Univ Sheffield Dept Comp Sci Rigorous Res Sheffield S1 4DP S Yorkshire England
We present a time complexity analysis of the Opt-IA artificial immune system (AIS). We first highlight the power and limitations of its distinguishing operators (i.e., hypermutations with mutation potential and ageing... 详细信息
来源: 评论
Memetic algorithms outperform evolutionary algorithms in multimodal optimisation
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ARTIFICIAL INTELLIGENCE 2020年 287卷 103345-103345页
作者: Phan Trung Hai Nguyen Sudholt, Dirk Univ Birmingham Sch Comp Sci Birmingham B15 2TT W Midlands England Univ Sheffield Dept Comp Sci Sheffield S1 4DP S Yorkshire England
Memetic algorithms integrate local search into an evolutionary algorithm to combine the advantages of rapid exploitation and global optimisation. We provide a rigorous runtime analysis of memetic algorithms on the Hur... 详细信息
来源: 评论
Revising seismic behaviour factors for reinforced concrete bridge design in the longitudinal direction using multi-objective evolutionary algorithms
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BULLETIN OF EARTHQUAKE ENGINEERING 2020年 第3期18卷 925-951页
作者: Camacho, Vitor T. Lopes, Mario Oliveira, Carlos S. IST Dept Civil Engn CERIS Av Rovisco Pais 1 P-1049001 Lisbon Portugal
Seismic behaviour factors represent the ratio between the strength of a structure, assuming it always maintains an elastic behaviour, and the strength demand with plastic behaviour and consequent loss of stiffness, at... 详细信息
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An evaluation and ranking of evolutionary algorithms in segmenting abnormal masses in digital mammograms
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MULTIMEDIA TOOLS AND APPLICATIONS 2020年 第27-28期79卷 18941-18979页
作者: Belhaj Soulami, Khaoula Kaabouch, Naima Saidi, Mohamed Nabil Tamtaoui, Ahmed Natl Inst Posts & Telecommun INPT STRS Lab Rabat Morocco Univ North Dakota Elect Engn Dept Grand Forks ND 58202 USA Natl Inst Stat & Appl Econ INSEA Lab Informat Syst SI2M Rabat Morocco
Breast cancer is the most common cancer in women worldwide and the second main cause of cancer mortality after lung cancer. Up to now, there still no prevention nor early symptoms of breast cancer. Early detection can... 详细信息
来源: 评论
Optimizing laser-plasma interactions for ion acceleration using particle-in-cell simulations and evolutionary algorithms
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NEW JOURNAL OF PHYSICS 2020年 第10期22卷 1-11页
作者: Smith, Joseph R. Orban, Chris Morrison, John T. George, Kevin M. Ngirmang, Gregory K. Chowdhury, Enam A. Roquemore, W. Mel Ohio State Univ Dept Phys 174 W 18th Ave Columbus OH 43210 USA Innovat Sci Solut Inc Dayton OH USA Natl Acad Sci Engn & Med Washington DC USA US Air Force Res Lab Dayton OH USA Intense Energy Solut Inc Plain City OH USA Ohio State Univ Dept Mat Sci & Engn 116 W 19th Ave Columbus OH 43210 USA
The development of ultra-intense laser-based sources of high energy ions is an important goal, with a variety of potential applications. One of the barriers to achieving this goal is the need to maximize the conversio... 详细信息
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Automatically Designing State-of-the-Art Multi- and Many-Objective evolutionary algorithms
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evolutionary COMPUTATION 2020年 第2期28卷 195-226页
作者: Bezerra, Leonardo C. T. Lopez-Ibanez, Manuel Stutzle, Thomas Univ Fed Rio Grande do Norte Inst Metropole Digital IMD Natal RN Brazil Univ Manchester Alliance Manchester Business Sch Manchester Lancs England Univ Libre Bruxelles IRIDIA CoDE Brussels Belgium
A recent comparison of well-established multiobjective evolutionary algorithms (MOEAs) has helped better identify the current state-of-the-art by considering (i) parameter tuning through automatic configuration, (ii) ... 详细信息
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Optimizing neotissue growth inside perfusion bioreactors with respect to culture and labor cost: a multi-objective optimization study using evolutionary algorithms
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COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING 2020年 第7期23卷 285-294页
作者: Mehrian, Mohammad Geris, Liesbet Univ Liege GIGA In Silico Med Biomech Res Unit Liege Belgium Katholieke Univ Leuven Div Skeletal Tissue Engn Prometheus Leuven Belgium Katholieke Univ Leuven Biomech Sect Leuven Belgium
Tissue engineering is a fast progressing domain where solutions are provided for organ failure or tissue damage. In this domain, computer models can facilitate the design of optimal production process conditions leadi... 详细信息
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Dimensionality reduction in evolutionary algorithms-based feature selection for motor imagery brain-computer interface
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SWARM AND evolutionary COMPUTATION 2020年 52卷
作者: Tan, Ping Wang, Xin Wang, Yong Hunan Univ Technol & Business Sch Comp Sci & Informat Technol Changsha 410205 Peoples R China Cent South Univ Sch Automat Changsha 410083 Peoples R China
For the classification of motor imagery brain-computer interface (BCI) based on electroencephalography (EEG), appropriate features are crucial to obtain a high classification accuracy. Considering the characteristics ... 详细信息
来源: 评论
Can modern multi-objective evolutionary algorithms discover high-dimensional financial risk portfolio tradeoffs for snow-dominated water-energy systems?
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ADVANCES IN WATER RESOURCES 2020年 145卷 103718-103718页
作者: Gupta, Rohini S. Hamilton, Andrew L. Reed, Patrick M. Characklis, Gregory W. Cornell Univ Dept Civil & Environm Engn Ithaca NY 14853 USA Univ North Carolina Chapel Hill Gillings Sch Global Publ Hlth Dept Environm Sci & Engn Chapel Hill NC USA Univ North Carolina Chapel Hill UNC Inst Environm Ctr Financial Risk Environm Syst Gillings Sch Global Publ Hlth Chapel Hill NC USA
Hydropower generation in the Hetch Hetchy Power System is strongly tied to snowmelt dynamics in the central Sierra Nevada and consequently is particularly financially vulnerable to changes in snowpack availability and... 详细信息
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