基于人机交互的混合算法在约束布局中的应用

摘要

Complex engineering layout design is a typical constrained layout optimization problem with behavioral constraints(inertia,balance,stability and vibration etc).It is difficult to solve.Aiming at these problems,the paper put forward a human-computer hybrid algorithm.The human-computer hybrid algorithm is constituted by combining the layout strategy of the artificial design with artificial bee colony optimization algorithm.And then hurnan-computer interactive hybrid algorithm is formed to solve the practical engineer layout problems and the specialties of human and computer can be exerted to the utmost respectively.Example test and experimental contrast show that the proposed algorithm is feasible and effective.%复杂工程布局方案的设计是一个典型的属带性能约束的布局优化问题,难以求解.针对此类问题,提出了一种人机交互的混合式算法.该算法首先采取人工设计的布局策略,然后与人工蜂群优化算法相结合,构成人机交互的混合算法,这样可以充分发挥人和计算机各自的特长.实例测试和实验对比表明了该算法的可行性和有效性.