Genetic Programming: On the Programming of Computers by Means of Natural Selection
Genetic Programming: On the Programming of Computers by Means of Natural Selection
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发表时间：
1992
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通讯作者：
J. Koza
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作者：
J. Koza
遗传算法，LISP和遗传编程层次解决问题的背景背景自动定义的功能 - 跨越计算工作努力的双盒问题问题，以确定Breakeven的点，确定该程序的结构，该计划的结构是Bumblebee问题Bumblebee问题。随着问题的扩展，ADF的好处越来越大，从San Mateo Trail障碍物机器人进行了脉冲响应函数的人造蚂蚁。在蛋白质蛋白质中跨膜结构域的生物化学和分子生物学预测蛋白质中的蛋白质预测，蛋白质中的蛋白质lookahead版本的跨膜问题的跨膜问题的进化选择了原始构建的结构，以及闭合构建，原始功能的终端进化的终端进化，构建的足够进化，原始功能的进化，终端，充分性和闭合表示和镜头效应的作用。附录：特殊符号列表的特殊功能列表类型字体的默认参数默认参数计算机实现遗传编程电子邮件列表和公共存储库的参考书目。
Background on genetic algorithms, LISP, and genetic programming hierarchical problem-solving introduction to automatically-defined functions - the two-boxes problem problems that straddle the breakeven point for computational effort Boolean parity functions determining the architecture of the program the lawnmower problem the bumblebee problem the increasing benefits of ADFs as problems are scaled up finding an impulse response function artificial ant on the San Mateo trail obstacle-avoiding robot the minesweeper problem automatic discovery of detectors for letter recognition flushes and four-of-a-kinds in a pinochle deck introduction to biochemistry and molecular biology prediction of transmembrane domains in proteins prediction of omega loops in proteins lookahead version of the transmembrane problem evolutionary selection of the architecture of the program evolution of primitives and sufficiency evolutionary selection of terminals evolution of closure simultaneous evolution of architecture, primitive functions, terminals, sufficiency, and closure the role of representation and the lens effect. Appendices: list of special symbols list of special functions list of type fonts default parameters computer implementation annotated bibliography of genetic programming electronic mailing list and public repository.