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When traditional evolution algorithms are used in hardware evolution, it has the disadvantages of slow evolution speed and premature convergence. In order to overcome the shortcomings, a memetic algorithm(MA) that combines the local search method with genetic algorithm is proposed for combinational logic circuit design based on CGP. A gate type local search strategy is proposed in order to be adaptive...
Circuit partitioning plays an important role in physical design automation of very large scale integration (VLSI) chips. The interest in finding an optimal partitioning especially in VLSI has been a hot issue in recent years. In VLSI circuit partitioning, the problem of obtaining a minimum cut is of prime importance. To enhance, other criterion like power, delay and area in addition to minimum cut...
There are many global optimization problems arisen in various fields of applications. It is very important to design effective algorithms for these problems. However, one of the key drawbacks of the existing global optimization methods is that they are not easy to escape from the local optimal solutions and can not find the global optimal solution quickly. In order to escape from the local optimal...
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