Peter Beadles was one of the world's leading rose growers and a multiple RHS Chelsea gold winner.
BBC: Peter Beales: RHS Chelsea gold-winning rose grower dies
He said the RHS first detected the moth in 2002, and work was under way to find a long-term solution.
The Queen, who is patron of the RHS, and the Duke of Edinburgh toured the structure before unveiling a commemorative plaque.
BBC: NEWS | UK | England | Surrey | Queen opens ?7.7m RHS glasshouse
The glasshouse, which was built as a result of the RHS's biggest fund-raising appeal, welcomed its first visitors earlier this month.
BBC: NEWS | UK | England | Surrey | Queen opens ?7.7m RHS glasshouse
But on 30 October, more than 500 visitors to the RHS in Surrey played 251 matches, setting a new Guinness World Record.
The attack comes just two weeks after the North East Lincolnshire town won a gold award in the RHS Britain In Bloom competition.
The structure, at the 60-acre Royal Horticultural Society (RHS) garden at Wisley, was built to celebrate the 200th anniversary of the RHS in 2004.
BBC: NEWS | UK | England | Surrey | Queen opens ?7.7m RHS glasshouse
Sir Frank was himself awarded the Victoria Medal of the Royal Horticultural Society in 1919, although the RHS was notably quiet on the subject of his gnomes.
The Great British Garden Competition has been organised by the Olympic Delivery Authority with the Royal Horticultural Society (RHS), which runs the annual Chelsea Flower Show.
According to the RHS, about 200, 000 volunteers from across the UK have collectively invested 4.4 million hours of their time in the Britain in Bloom campaign.
Dr Kurokawa, who has a surgery in Osaka, believes that 60% of older women are affected by RHS and says that if it is ignored, the symptoms will just get worse.
BBC: NEWS | Programmes | This World | Retired husband syndrome
More than 100 gnomes decorated by celebrities including Sir Elton John, Dame Helen Mirren, Lilly Allen, Julian Fellowes and Dolly Parton will be auctioned for the RHS Campaign for School Gardening charity.
Mr Beales was awarded the Victoria Medal of Honour by the RHS in recognition of his success as a rose grower, which began in 1968, when he opened his business in Swardeston.
BBC: Peter Beales: RHS Chelsea gold-winning rose grower dies
In 2007, an RHS study of young people aged between 13 and 18 found that 62% thought horticulture was another word for farming, while most said it was a career for "old or retired people".
She said many of the materials used in the area were being "recycled from Chris Beardshaw's Groundwork Garden at RHS Hampton Court show, as well as wooden decking and chalets from last summer's Canal Festival and picnic benches donated by KRObar".
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