Evolutionary Multitasking via Explicit Autoencoding
作者： Liang Feng , Lei Zhou , Jinghui Zhong , Abhishek Gupta , Yew-Soon Ong
DOI: 10.1109/TCYB.2018.2845361
关键词:
摘要: … introduction of the concept of the evolutionary multitask optimization. Next, an introduction of existing EMT search paradigm which uses a single evolutionary solver with unified solution …
sci-hub.se 参考文章(39)
Yoshua Bengio, Xavier Glorot, Antoine Bordes, Antoine Bordes, Domain Adaptation for Large-Scale Sentiment Classification: A Deep Learning Approach international conference on machine learning. pp. 513- 520 ,(2011)
Kalyanmoy Deb, Ram Bhushan Agrawal, Simulated Binary Crossover for Continuous Search Space. Complex Systems. ,vol. 9, ,(1995)
Richard A. Caruana, J. David Schaffer, Larry J. Eshelman, Biases in the crossover landscape international conference on genetic algorithms. pp. 10- 19 ,(1989)
Eckart Zitzler, Marco Laumanns, Lothar Thiele, SPEA2: Improving the strength pareto evolutionary algorithm Technical Report, Gloriastrasse 35. ,vol. 103, ,(2001) , 10.3929/ETHZ-A-004284029
Rainer Storn, Kenneth Price, Differential Evolution – A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces Journal of Global Optimization. ,vol. 11, pp. 341- 359 ,(1997) , 10.1023/A:1008202821328
Yoshua Bengio, Xavier Glorot, Jason Weston, Antoine Bordes, Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing international conference on artificial intelligence and statistics. ,vol. 22, pp. 127- 135 ,(2012)
Christopher M. Bishop, Pattern Recognition and Machine Learning ,(2006)
Zexuan Zhu, Jun Xiao, Shan He, Zhen Ji, Yiwen Sun, A multi-objective memetic algorithm based on locality-sensitive hashing for one-to-many-to-one dynamic pickup-and-delivery problem Information Sciences. ,vol. 329, pp. 73- 89 ,(2016) , 10.1016/J.INS.2015.09.006
Heikki Maaranen, Kaisa Miettinen, Antti Penttinen, On initial populations of a genetic algorithm for continuous optimization problems Journal of Global Optimization. ,vol. 37, pp. 405- 436 ,(2007) , 10.1007/S10898-006-9056-6
K.F. Man, K.S. Tang, S. Kwong, Genetic algorithms: concepts and applications [in engineering design] IEEE Transactions on Industrial Electronics. ,vol. 43, pp. 519- 534 ,(1996) , 10.1109/41.538609