FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386002824> ?p ?o ?g. }

• W4386002824 endingPage "121218" @default.
• W4386002824 startingPage "121218" @default.
• W4386002824 abstract "Growth optimizer is a novel metaheuristic algorithm that has powerful numerical optimization capabilities. However, its parameters and search operators become crucial factors that significantly impact its optimization capability for engineering problems and benchmarks. Therefore, this paper proposes a quadruple parameter adaptation growth optimizer (QAGO) integrated with distribution, confrontation, and balance features. In QAGO, the quadruple parameter adaptation mechanism aims to reduce the algorithmic sensitivity for parameter setting and enhance the algorithmic adaptability. By employing parameter sampling that adheres to specific probability distributions, the parameter adaptation mechanism achieves dynamic tuning of the algorithm hyperparameters. Moreover, one-dimensional mapping and fitness difference methods are designed in the triple parameter self-adaptation mechanism based on the contradictory relationship to adjust the operator’s parameters. After that, ”spear” and ”shield” are balanced based on the Jensen–Shannon divergence in information theory. Furthermore, the topological structure of the operators is redesigned, and by combining the parameter adaptation mechanism, operator refinement is achieved. Refined operators can effectively utilize different evolutionary information to improve the quality of the solution. The experiment evaluates the performance of QAGO on distinct optimization problems on the CEC 2017 and CEC 2022 test suites. To demonstrate the capability of QAGO in solving real-world applications, it was applied to tackle two specific problems: multilevel threshold image segmentation and wireless sensor network node deployment. The results demonstrated that QAGO delivers highly promising optimization results compared to seventy-one high-performance competing algorithms, including the five IEEE CEC competition winners. The source code of the QAGO algorithm is publicly available at https://github.com/tsingke/QAGO." @default.
• W4386002824 created "2023-08-20" @default.
• W4386002824 creator A5036777291 @default.
• W4386002824 creator A5043062768 @default.
• W4386002824 creator A5061379027 @default.
• W4386002824 creator A5086758858 @default.
• W4386002824 date "2024-01-01" @default.
• W4386002824 modified "2023-10-12" @default.
• W4386002824 title "Quadruple parameter adaptation growth optimizer with integrated distribution, confrontation, and balance features for optimization" @default.
• W4386002824 cites W102487131 @default.
• W4386002824 cites W1102883814 @default.
• W4386002824 cites W1522440472 @default.
• W4386002824 cites W1595159159 @default.
• W4386002824 cites W1659842140 @default.
• W4386002824 cites W1985444360 @default.
• W4386002824 cites W1986834168 @default.
• W4386002824 cites W1993885071 @default.
• W4386002824 cites W1999284878 @default.
• W4386002824 cites W2016008700 @default.
• W4386002824 cites W2016944307 @default.
• W4386002824 cites W2017196268 @default.
• W4386002824 cites W2024060531 @default.
• W4386002824 cites W2031183907 @default.
• W4386002824 cites W2036199279 @default.
• W4386002824 cites W2038411763 @default.
• W4386002824 cites W2045495451 @default.
• W4386002824 cites W2049804711 @default.
• W4386002824 cites W2061438946 @default.
• W4386002824 cites W2072955302 @default.
• W4386002824 cites W2083970667 @default.
• W4386002824 cites W2096661423 @default.
• W4386002824 cites W2117250519 @default.
• W4386002824 cites W2120627761 @default.
• W4386002824 cites W2143560894 @default.
• W4386002824 cites W2149259182 @default.
• W4386002824 cites W2151554678 @default.
• W4386002824 cites W2155529731 @default.
• W4386002824 cites W2156194072 @default.
• W4386002824 cites W2168081761 @default.
• W4386002824 cites W2232317135 @default.
• W4386002824 cites W2261079877 @default.
• W4386002824 cites W2290883490 @default.
• W4386002824 cites W2738900493 @default.
• W4386002824 cites W2790662215 @default.
• W4386002824 cites W2797448268 @default.
• W4386002824 cites W2809890364 @default.
• W4386002824 cites W2887471996 @default.
• W4386002824 cites W2889545660 @default.
• W4386002824 cites W2892206457 @default.
• W4386002824 cites W2892369032 @default.
• W4386002824 cites W2919979744 @default.
• W4386002824 cites W2922792316 @default.
• W4386002824 cites W2943528199 @default.
• W4386002824 cites W2946329373 @default.
• W4386002824 cites W2947350869 @default.
• W4386002824 cites W2961614712 @default.
• W4386002824 cites W2972093761 @default.
• W4386002824 cites W2973125877 @default.
• W4386002824 cites W2982453621 @default.
• W4386002824 cites W2985845430 @default.
• W4386002824 cites W2995428710 @default.
• W4386002824 cites W3010846265 @default.
• W4386002824 cites W3011104345 @default.
• W4386002824 cites W3011166548 @default.
• W4386002824 cites W3038853216 @default.
• W4386002824 cites W3043211958 @default.
• W4386002824 cites W3082974932 @default.
• W4386002824 cites W3104621635 @default.
• W4386002824 cites W3111880395 @default.
• W4386002824 cites W3119051141 @default.
• W4386002824 cites W3124449569 @default.
• W4386002824 cites W3124965404 @default.
• W4386002824 cites W3131675218 @default.
• W4386002824 cites W3132655884 @default.
• W4386002824 cites W3135934252 @default.
• W4386002824 cites W3154719286 @default.
• W4386002824 cites W3161570504 @default.
• W4386002824 cites W3188854349 @default.
• W4386002824 cites W3193211895 @default.
• W4386002824 cites W3196661916 @default.
• W4386002824 cites W3199686126 @default.
• W4386002824 cites W3200955720 @default.
• W4386002824 cites W3202850745 @default.
• W4386002824 cites W3212797097 @default.
• W4386002824 cites W3213619664 @default.
• W4386002824 cites W4206081481 @default.
• W4386002824 cites W4210401277 @default.
• W4386002824 cites W4212993228 @default.
• W4386002824 cites W4213080281 @default.
• W4386002824 cites W4220905489 @default.
• W4386002824 cites W4221102806 @default.
• W4386002824 cites W4224074965 @default.
• W4386002824 cites W4281687867 @default.
• W4386002824 cites W4284694767 @default.
• W4386002824 cites W4286565494 @default.
• W4386002824 cites W4292083457 @default.
• W4386002824 cites W4295292699 @default.
• W4386002824 cites W4306319857 @default.

• next