Despite having a wide-spread applicability of evolutionary optimization procedures over the past few decades, EA researchers still face criticism about the theoretical optimality of obtained solutions. In this paper, we address this issue for problems for which gradients of objectives and constraints can...
No solutions, only trade-offs? evidence about goal conflict in street-Level bureaucracies. Public Adm. Rev. 73, 132-142.William G. Resh,David W. Pitts. No Solutions, Only Trade-Offs? Evidence about Goal Conflict in Street-Level Bureaucracies[J].Public administration review: PAR 2013,1(1)...
Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding This paper presents"Predictive Pipelined Decoding (PPD),"an approach that speeds up greedy decoding in Large Language Models (LLMs) while maintaining the exact same output as the original decoding. Unlike conventional ...
The best trade-off solutions from MOEA/DFD based node deployment scheme have also been compared with a few single-objective node deployment schemes based on the original DE, an adaptive DE-variant (JADE), original particle swarm optimization (PSO), and a state-of-the art variant of PSO (...
Finding trade-off solutions close to KKT points using evolutionary multi-objective optimization Despite having a wide-spread applicability of evolutionary optimization procedures over the past few decades, EA researchers still face criticism about the... K Deb,R Tewari,M Dixit,... - IEEE Congress ...
这里就体现出offline data其实是作为offline阶段到online阶段的一个缓冲,让切换不太剧烈,不要直接从offline data就切换到online data,而是逐步减少offline data,但相应地也会一定程度上减慢online阶段的学习效率,相当于一种trade-off。 2.3 Summary of Empirical Observations ...
the most important is that China overall needs to take decisive actions to mitigate the negative impact from SDG13 (Climate Action) and SDG5 (Gender Equality). These findings address explicitly the common priorities of the SDGs in trade-off (SDG13 and SDG5) and synergy (SDG1 and SDG6) am...
We first propose a trade-off analysis approach that can be connected to various multiobjective optimization methods utilizing a certain type of scalarization to produce Pareto optimal solutions. With this approach, the DM can conveniently learn about local trade-offs between the conflicting objectives ...
fed with plot-level information on biodiversity or ecosystem functions and profits of smallholder farmers. Colors indicate the composition of landscape solutions, i.e., the proportional share of the four studied land-use systems. Red dots indicate the realized biodiversity or ecosystem function for a...
These next-generation solutions will accelerate the convergence of geometric models, as well as improve the accuracy and generalizability of the PDE results. In other words, they will eliminate the historical trade-off between high speed and high fidelity, enabling Ansys customers to enjoy both ...