Combining kernelised autoencoding and centroid prediction for dynamic multi‐objective optimisation
CAAI Transactions on Intelligence Technology, EarlyView.Abstract Evolutionary algorithms face significant challenges when dealing with dynamic multi‐objective optimisation because Pareto optimal solutions and/or Pareto optimal fronts change. The authors propose a unified paradigm, which combines the kernelised autoncoding evolutionary search and the centroid‐based prediction (denoted by KAEP), for solving ...
Zhanglu Hou +4 more
wiley +1 more source
Cohorts of immature Pteropus bats show interannual variation in Hendra virus serology
Journal of Animal Ecology, EarlyView.Pteropus bat with offspring, photo taken by Manuel Ruiz‐Aravena. Abstract Understanding the drivers of seasonal disease outbreaks remains a fundamental challenge in disease ecology. Periodic outbreaks can be driven by several seasonally varying factors, including pulses of susceptible individuals through births, changes in host behaviour and social ...
Daniel E. Crowley +24 more
wiley +1 more source
AgriPath: a robust multi-objective path planning framework for agricultural robots in dynamic field environments. [PDF]
Front Plant SciYang C +5 more
europepmc +1 more source
Synthesizing Pareto Efficient Intelligible State Machines from Communication Diagram
IEICE Transactions on Information and Systems, 2017 openaire +2 more sources
Multidimensional Approaches to Ranking State‐Level Rurality to Enhance Comparisons Across States
The Milbank Quarterly, EarlyView.Policy Points Single indicators such as rural population percentage can misrepresent a state's rural character, leading to flawed policy comparisons and resource allocation. This study introduces a multidimensional rurality index that combines population share, land area, and population density to create a more comprehensive ranking of US states ...
DANIEL BASLOCK, NARI YOO
wiley +1 more source
Improving the Efficiency of Pediatric Spinal Fusion Precertification. [PDF]
J Pediatr Soc North AmMcGee L +7 more
europepmc +1 more source
Insights from the Presidential Addresses to the Agricultural Economics Society
Journal of Agricultural Economics, EarlyView.ABSTRACT The Society's published presidential addresses have embraced a wide range of subject matter, reflecting a ‘road well travelled’ in agricultural economics. The areas covered include the development and use of data and statistics, lessons from history, sectoral analysis, land economics, international trade and international development.
David Blandford
wiley +1 more source
Process Design of Vinyl-Coated Metal Sheet Stamping for Prevention of Delamination and Wrinkling by DNN-Based Multi-Objective Optimization. [PDF]
Materials (Basel)Kim MG, Ryu JC, Lee CJ, Jang JS, Ko DC.
europepmc +1 more source
denim: An R package for deterministic compartmental models with flexible dwell‐time distributions
Methods in Ecology and Evolution, EarlyView.Abstract Compartmental models are widely used for dynamical systems where states are discrete, such as in infectious disease epidemiology with the so‐called Susceptible‐Infectious‐Recovered (SIR) framework. For mathematical simplicity, rates of transition between compartments are generally assumed to be independent of the dwell time (or secondary ...
Thinh Phuc Ong +3 more
wiley +1 more source
Machine learning-driven multi-objective optimization of straight-blade paddle mixers for efficient mixing in melt-cast explosives systems. [PDF]
Sci RepLi C, Wang J, Meng J, Luo Y.
europepmc +1 more source