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A computational method for free terminal time optimal control problem governed by nonlinear time delayed systems

机译:非线性时滞系统控制的自由终端时间最优控制问题的一种计算方法

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摘要

This paper considers a free terminal time optimal control problem governed by nonlinear time delayed system, where both the terminal time and the control are required to be determined such that a cost function is minimized subject to continuous inequality state constraints. To solve this free terminal time optimal control problem, the control parameterization technique is applied to approximate the control function as a piecewise constant control function, where both the heights and the switching times are regarded as decision variables. In this way, the free terminal time optimal control problem is approximated as a sequence of optimal parameter selection problems governed by nonlinear time delayed systems, each of which can be viewed as a nonlinear optimization problem. Then, a fully informed particle swarm optimization method is adopted to solve the approximate problem. Finally, two free terminal time optimal control problems, including an optimal fishery control problem, are solved by using the proposed method so as to demonstrate its applicability.
机译:本文考虑了由非线性时滞系统控制的自由终端时间最优控制问题,其中需要确定终端时间和控制,以使成本函数在连续不等式状态约束下达到最小。为了解决此自由终端时间最优控制问题,应用控制参数化技术将控制函数近似为分段恒定控制函数,其中高度和切换时间均被视为决策变量。以此方式,自由终端时间最优控制问题被近似为由非线性时滞系统控制的一系列最优参数选择问题,每个问题都可以看作是非线性优化问题。然后,采用一种完全知情的粒子群优化方法来解决近似问题。最后,通过提出的方法解决了两个自由终端时间最优控制问题,包括最优渔业控制问题,以证明其适用性。

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