FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2894723089> ?p ?o ?g. }

• W2894723089 abstract "Black-box optimization largely suffers from the absence of analytical objective forms. Thus, no derivatives or other structure information can be harnessed for guiding optimization algorithms. But, even with analytic form, high-dimensionality and multi-modality often hinder the search for a global optimum. Heuristics based on populations or evolution strategies are a proven and effective means to, at least partly, overcome these problems. Evolution strategies have thus been successfully applied to optimization problems with rugged, multi-modal fitness landscapes from numerous applications, to nonlinear problems, and to derivative free optimization. One obstacle in heuristics in general is the occurrence of premature convergence, meaning a solution population converges too early and gets stuck in a local optimum. In this paper, we present an approach that harnesses the adapting quantum potential field determined by the spatial distribution of elitist solutions as guidance for the next generation. The potential field evolves to a smoother surface leveling local optima but keeping the global structure what in turn allows for a faster convergence of the solution set. On the other hand, the likelihood of premature convergence decreases. We demonstrate the applicability and the competitiveness of our approach compared with particle swarm optimization and the well-established evolution strategy CMA-ES." @default.
• W2894723089 created "2018-10-12" @default.
• W2894723089 creator A5050539850 @default.
• W2894723089 creator A5059458100 @default.
• W2894723089 date "2018-10-04" @default.
• W2894723089 modified "2023-09-25" @default.
• W2894723089 title "An Adapting Quantum Field Surrogate for Evolution Strategies" @default.
• W2894723089 cites W1564747859 @default.
• W2894723089 cites W1568621521 @default.
• W2894723089 cites W1875894172 @default.
• W2894723089 cites W1975792960 @default.
• W2894723089 cites W1997600725 @default.
• W2894723089 cites W2003066178 @default.
• W2894723089 cites W2027061284 @default.
• W2894723089 cites W2037947416 @default.
• W2894723089 cites W2044506145 @default.
• W2894723089 cites W2054195900 @default.
• W2894723089 cites W2056760934 @default.
• W2894723089 cites W2059690973 @default.
• W2894723089 cites W2067120253 @default.
• W2894723089 cites W2068044871 @default.
• W2894723089 cites W2075111421 @default.
• W2894723089 cites W2075925627 @default.
• W2894723089 cites W2081749411 @default.
• W2894723089 cites W2084993914 @default.
• W2894723089 cites W2102006495 @default.
• W2894723089 cites W2112036188 @default.
• W2894723089 cites W2112576984 @default.
• W2894723089 cites W2118020555 @default.
• W2894723089 cites W2135491697 @default.
• W2894723089 cites W2141867233 @default.
• W2894723089 cites W2158184062 @default.
• W2894723089 cites W2549688349 @default.
• W2894723089 cites W4243988164 @default.
• W2894723089 cites W4256333068 @default.
• W2894723089 doi "https://doi.org/10.1007/978-3-319-99283-9_1" @default.
• W2894723089 hasPublicationYear "2018" @default.
• W2894723089 type Work @default.
• W2894723089 sameAs 2894723089 @default.
• W2894723089 citedByCount "0" @default.
• W2894723089 crossrefType "book-chapter" @default.
• W2894723089 hasAuthorship W2894723089A5050539850 @default.
• W2894723089 hasAuthorship W2894723089A5059458100 @default.
• W2894723089 hasConcept C111030470 @default.
• W2894723089 hasConcept C122357587 @default.
• W2894723089 hasConcept C126255220 @default.
• W2894723089 hasConcept C127705205 @default.
• W2894723089 hasConcept C134306372 @default.
• W2894723089 hasConcept C137836250 @default.
• W2894723089 hasConcept C141934464 @default.
• W2894723089 hasConcept C144024400 @default.
• W2894723089 hasConcept C149923435 @default.
• W2894723089 hasConcept C154945302 @default.
• W2894723089 hasConcept C162324750 @default.
• W2894723089 hasConcept C164752517 @default.
• W2894723089 hasConcept C186633575 @default.
• W2894723089 hasConcept C202444582 @default.
• W2894723089 hasConcept C2777303404 @default.
• W2894723089 hasConcept C2908647359 @default.
• W2894723089 hasConcept C33923547 @default.
• W2894723089 hasConcept C41008148 @default.
• W2894723089 hasConcept C50522688 @default.
• W2894723089 hasConcept C58758708 @default.
• W2894723089 hasConcept C85617194 @default.
• W2894723089 hasConcept C9652623 @default.
• W2894723089 hasConceptScore W2894723089C111030470 @default.
• W2894723089 hasConceptScore W2894723089C122357587 @default.
• W2894723089 hasConceptScore W2894723089C126255220 @default.
• W2894723089 hasConceptScore W2894723089C127705205 @default.
• W2894723089 hasConceptScore W2894723089C134306372 @default.
• W2894723089 hasConceptScore W2894723089C137836250 @default.
• W2894723089 hasConceptScore W2894723089C141934464 @default.
• W2894723089 hasConceptScore W2894723089C144024400 @default.
• W2894723089 hasConceptScore W2894723089C149923435 @default.
• W2894723089 hasConceptScore W2894723089C154945302 @default.
• W2894723089 hasConceptScore W2894723089C162324750 @default.
• W2894723089 hasConceptScore W2894723089C164752517 @default.
• W2894723089 hasConceptScore W2894723089C186633575 @default.
• W2894723089 hasConceptScore W2894723089C202444582 @default.
• W2894723089 hasConceptScore W2894723089C2777303404 @default.
• W2894723089 hasConceptScore W2894723089C2908647359 @default.
• W2894723089 hasConceptScore W2894723089C33923547 @default.
• W2894723089 hasConceptScore W2894723089C41008148 @default.
• W2894723089 hasConceptScore W2894723089C50522688 @default.
• W2894723089 hasConceptScore W2894723089C58758708 @default.
• W2894723089 hasConceptScore W2894723089C85617194 @default.
• W2894723089 hasConceptScore W2894723089C9652623 @default.
• W2894723089 hasLocation W28947230891 @default.
• W2894723089 hasOpenAccess W2894723089 @default.
• W2894723089 hasPrimaryLocation W28947230891 @default.
• W2894723089 hasRelatedWork W115820188 @default.
• W2894723089 hasRelatedWork W1605947003 @default.
• W2894723089 hasRelatedWork W2059691556 @default.
• W2894723089 hasRelatedWork W2368423707 @default.
• W2894723089 hasRelatedWork W2377199960 @default.
• W2894723089 hasRelatedWork W2385126820 @default.
• W2894723089 hasRelatedWork W2548085569 @default.
• W2894723089 hasRelatedWork W2894723089 @default.
• W2894723089 hasRelatedWork W3143204779 @default.
• W2894723089 hasRelatedWork W3201121203 @default.

• next