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This publication is based on work supported in part by award no. KUK-C1-013-04, made by King Abdullah University of Science and Technology (KAUST). D.J.S. acknowledges the MRC (Special Training Fellowship G0600178 in Computational Biology). The authors would like to thank Prof. John Blake of the School of Mathematics, University of Birmingham, Dr Jackson Kirkman- Brown of the Centre for Human Reproductive Science, Birmingham Women's Hospital and Mr Hermes Gadeha of the Mathematical Institute, University of Oxford for invaluable discussions.