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Global Vs. Local Optimization" •!For General Nonlinear Functions, Most Algorithms Only Guarantee A Local Optimum" –!that Is, A Feasible X O Such That F 0(x O) # F 0(x) For All Feasible X Within Some Neighborhood ||x–x O|| < R (for Some Small R)" •!A Much Harder Problem Is To find A Global Optimum: The Minimum Of F 0 For All Feasible X" –!exponentially Increasing Difficulty With ... 3th, 2024
Scalable Global Optimization Via Local Bayesian Optimization
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3.7 Optimization Problems 215 3.7 Optimization Problems
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