Summary This chapter contains sections titled: Introduction Examples with Simple Genetic Algorithms Encoding Problem Selection Hybrid Genetic Algorithms Important Events in the Genetic Algorithm Communitydoi:10.1002/9780470172254.ch1Mitsuo GenRunwei Cheng
Foundations of Genetic Algorithms, 3 focuses on the principles, methodologies, and approaches involved in the integration of genetic algorithm into mainstream mathematics, as well as genetic operators, genetic programming, and evolutionary algorithms. The selection first offers information on an experimental...
Foundations of Genetic Algorithms 1991 (FOGA 1) discusses the theoretical foundations of genetic algorithms (GA) and classifier systems. This book compiles research papers on selection and convergence, coding and representation, problem hardness, deception, classifier system design, variation and recombin...
Foundations of Genetic Algorithms 作者: Toussaint, Marc; Stephens, Christopher R.; Whitley, Darrell 页数: 212ISBN: 9783540734796豆瓣评分 目前无人评价 评价: 写笔记 写书评 加入购书单 分享到 推荐 我来说两句 短评 ··· 热门 还没人写过短评呢 我要写书评 Foundations of Genetic Algorithms的书评 ...
Theoretical Foundations of Order-Based Genetic Algorithms A lot of research on genetic algorithms theory is concentrated on classical, binary case. However, there are many other types of useful genetic algorithms (GA), e.g. tree-based (genetic programming), or order-based ones. This paper shows...
Genetic algorithms: Foundations and applications Genetic algorithms are defined. Attention is directed to why they work: schemas and building blocks, implicit parallelism, and exponentially biased samplin... GE Liepins,MR Hilliard - 《Annals of Operations Research》 被引量: 278发表: 1989年 Distribute...
Soft computing consists of several computing paradigms, including fuzzy logic, neural networks, genetic algorithms, and other techniques, which can be used to produce powerful intelligent systems for solving real-world problems. The papers of IFSA 2007 also make a contribution to this goal. This ...
Foundations of Learning Classifier Systems This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithm... L Bull,T Kovacs - Springer Berlin Heidelberg 被引量: 177发表: 2005年 The Role of Self-Models in...
Life sciences has dominated AS’s extensive research success, especially in the field of precision medicine, which develops treatment based on a person’s genetic, environmental and lifestyle factors. Translational applications of precision medicine in cancer, infectious diseases, regenerative medicine, ne...