"[0A386DC5185D]" . "RIV/70883521:28140/10:63508859" . . . "This paper deals with the utilization of two evolutionary algorithms Self-Organizing Migrating Algorithm (SOMA) and Differential Evolution (DE) for the optimization of the control of chaos. This paper is aimed on an explanation on how to use evolutionary algorithms (EAs) and how to properly define the advanced targeting cost function (CF) securing fast, precise and mainly robust stabilization of selected chaotic system on a desired state for any initial conditions. The role of EA here is as a powerful tool for an optimal tuning of control technique input parameters. As a model of deterministic chaotic system, the one dimensional discrete Logistic equation was used. The four canonical strategies of SOMA and six canonical strategies of DE were utilized. For each EA strategy, repeated simulations were conducted to outline the effectiveness and robustness of used method and targeting CF securing robust solution. Satisfactory results obtained by both heuristic and the two proposed cost function are compare"@en . "Davendra, Donald" . "Utilization of SOMA and Differential Evolution for Robust Stabilization of Chaotic Logistic Equation"@en . . . . "Computers & Mathematics with Applications" . "4" . . "Davendra, Donald" . . "This paper deals with the utilization of two evolutionary algorithms Self-Organizing Migrating Algorithm (SOMA) and Differential Evolution (DE) for the optimization of the control of chaos. This paper is aimed on an explanation on how to use evolutionary algorithms (EAs) and how to properly define the advanced targeting cost function (CF) securing fast, precise and mainly robust stabilization of selected chaotic system on a desired state for any initial conditions. The role of EA here is as a powerful tool for an optimal tuning of control technique input parameters. As a model of deterministic chaotic system, the one dimensional discrete Logistic equation was used. The four canonical strategies of SOMA and six canonical strategies of DE were utilized. For each EA strategy, repeated simulations were conducted to outline the effectiveness and robustness of used method and targeting CF securing robust solution. Satisfactory results obtained by both heuristic and the two proposed cost function are compare" . "GB - Spojen\u00E9 kr\u00E1lovstv\u00ED Velk\u00E9 Brit\u00E1nie a Severn\u00EDho Irska" . . . . . "60" . "Utilization of SOMA and Differential Evolution for Robust Stabilization of Chaotic Logistic Equation" . . . "294954" . "12"^^ . "P(GA102/09/1680), Z(MSM7088352101)" . . . . "RIV/70883521:28140/10:63508859!RIV11-GA0-28140___" . . . "\u0160enke\u0159\u00EDk, Roman" . "4"^^ . . "Utilization of SOMA and Differential Evolution for Robust Stabilization of Chaotic Logistic Equation" . . "0898-1221" . "Utilization of SOMA and Differential Evolution for Robust Stabilization of Chaotic Logistic Equation"@en . . . "Oplatkov\u00E1, Zuzana" . "28140" . "Zelinka, Ivan" . "Chaos; Control; Optimization; Evolutionary algorithms; Differential evolution; SOMA"@en . "4"^^ .