Matches in SemOpenAlex for { <https://semopenalex.org/work/W4220960087> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W4220960087 endingPage "56" @default.
- W4220960087 startingPage "48" @default.
- W4220960087 abstract "Over the last few decades, several CAD tools using random search techniques have been developed to find a set of optimum solutions for analog IC design. Although most of these tools have been successful for one or two objective designs, they tend to become ineffective to fulfill the requirements of the desired Pareto-Optimal Front (POF) for many and multi-objective (MO) problems. To address this issue, we propose a novel multi-objective analog circuit optimization tool that employs a hybrid guided random search technique. We adapted the Non-dominated Sorting Genetic Algorithm 3 (NSGA-III) to the analog circuit sizing problem and combined it with simulated annealing (SA) based single-objective (SO) genetic algorithm (GA). This implementation enables the construction of homogeneous POFs in many-dimensional objective spaces. To our best knowledge, this is the first implementation of the NSGA-III in analog electronic design automation (EDA). For demonstration purposes, we optimized two OTA circuits by using the proposed tool, the standard NSGA-III and SPEA-2 based analog circuit optimizers. According to the synthesis results, the proposed tool and 2-objective NSGA-III outperform 2-objective SPEA-2 in terms of POF quality. Specifically, our proposed tool achieved the best results in the maximum spread metrics, outperforming both 2-objective NSGA-III and SPEA2 in all case studies. Furthermore, the number of total simulations required by our method for 3-objective problems is in the same order of magnitude compared to the state-of-the-art methods for 2-objective problems." @default.
- W4220960087 created "2022-04-03" @default.
- W4220960087 creator A5023071296 @default.
- W4220960087 creator A5048055344 @default.
- W4220960087 creator A5052669741 @default.
- W4220960087 creator A5066933797 @default.
- W4220960087 date "2022-07-01" @default.
- W4220960087 modified "2023-10-17" @default.
- W4220960087 title "Simulated annealing assisted NSGA-III-based multi-objective analog IC sizing tool" @default.
- W4220960087 cites W1999321144 @default.
- W4220960087 cites W2013660304 @default.
- W4220960087 cites W2018948722 @default.
- W4220960087 cites W2022485595 @default.
- W4220960087 cites W2042925520 @default.
- W4220960087 cites W2065183815 @default.
- W4220960087 cites W2110420314 @default.
- W4220960087 cites W2125899728 @default.
- W4220960087 cites W2133034074 @default.
- W4220960087 cites W2141776905 @default.
- W4220960087 cites W2149865537 @default.
- W4220960087 cites W2662297521 @default.
- W4220960087 cites W2790511169 @default.
- W4220960087 cites W2951774549 @default.
- W4220960087 cites W2987597555 @default.
- W4220960087 cites W3021613070 @default.
- W4220960087 doi "https://doi.org/10.1016/j.vlsi.2022.02.009" @default.
- W4220960087 hasPublicationYear "2022" @default.
- W4220960087 type Work @default.
- W4220960087 citedByCount "5" @default.
- W4220960087 countsByYear W42209600872022 @default.
- W4220960087 countsByYear W42209600872023 @default.
- W4220960087 crossrefType "journal-article" @default.
- W4220960087 hasAuthorship W4220960087A5023071296 @default.
- W4220960087 hasAuthorship W4220960087A5048055344 @default.
- W4220960087 hasAuthorship W4220960087A5052669741 @default.
- W4220960087 hasAuthorship W4220960087A5066933797 @default.
- W4220960087 hasConcept C111696304 @default.
- W4220960087 hasConcept C113775141 @default.
- W4220960087 hasConcept C11413529 @default.
- W4220960087 hasConcept C115901376 @default.
- W4220960087 hasConcept C119599485 @default.
- W4220960087 hasConcept C119857082 @default.
- W4220960087 hasConcept C126255220 @default.
- W4220960087 hasConcept C126980161 @default.
- W4220960087 hasConcept C127413603 @default.
- W4220960087 hasConcept C134146338 @default.
- W4220960087 hasConcept C137635306 @default.
- W4220960087 hasConcept C142362112 @default.
- W4220960087 hasConcept C149635348 @default.
- W4220960087 hasConcept C153349607 @default.
- W4220960087 hasConcept C2777767291 @default.
- W4220960087 hasConcept C29074008 @default.
- W4220960087 hasConcept C33923547 @default.
- W4220960087 hasConcept C41008148 @default.
- W4220960087 hasConcept C64260653 @default.
- W4220960087 hasConcept C68781425 @default.
- W4220960087 hasConcept C78519656 @default.
- W4220960087 hasConcept C8880873 @default.
- W4220960087 hasConceptScore W4220960087C111696304 @default.
- W4220960087 hasConceptScore W4220960087C113775141 @default.
- W4220960087 hasConceptScore W4220960087C11413529 @default.
- W4220960087 hasConceptScore W4220960087C115901376 @default.
- W4220960087 hasConceptScore W4220960087C119599485 @default.
- W4220960087 hasConceptScore W4220960087C119857082 @default.
- W4220960087 hasConceptScore W4220960087C126255220 @default.
- W4220960087 hasConceptScore W4220960087C126980161 @default.
- W4220960087 hasConceptScore W4220960087C127413603 @default.
- W4220960087 hasConceptScore W4220960087C134146338 @default.
- W4220960087 hasConceptScore W4220960087C137635306 @default.
- W4220960087 hasConceptScore W4220960087C142362112 @default.
- W4220960087 hasConceptScore W4220960087C149635348 @default.
- W4220960087 hasConceptScore W4220960087C153349607 @default.
- W4220960087 hasConceptScore W4220960087C2777767291 @default.
- W4220960087 hasConceptScore W4220960087C29074008 @default.
- W4220960087 hasConceptScore W4220960087C33923547 @default.
- W4220960087 hasConceptScore W4220960087C41008148 @default.
- W4220960087 hasConceptScore W4220960087C64260653 @default.
- W4220960087 hasConceptScore W4220960087C68781425 @default.
- W4220960087 hasConceptScore W4220960087C78519656 @default.
- W4220960087 hasConceptScore W4220960087C8880873 @default.
- W4220960087 hasLocation W42209600871 @default.
- W4220960087 hasOpenAccess W4220960087 @default.
- W4220960087 hasPrimaryLocation W42209600871 @default.
- W4220960087 hasRelatedWork W1977938613 @default.
- W4220960087 hasRelatedWork W1979425637 @default.
- W4220960087 hasRelatedWork W2053184749 @default.
- W4220960087 hasRelatedWork W2145877535 @default.
- W4220960087 hasRelatedWork W2245009811 @default.
- W4220960087 hasRelatedWork W2346752270 @default.
- W4220960087 hasRelatedWork W2366525864 @default.
- W4220960087 hasRelatedWork W2394981641 @default.
- W4220960087 hasRelatedWork W3050579520 @default.
- W4220960087 hasRelatedWork W3151104768 @default.
- W4220960087 hasVolume "85" @default.
- W4220960087 isParatext "false" @default.
- W4220960087 isRetracted "false" @default.
- W4220960087 workType "article" @default.