Evolutionary computation in stochastic environments

• Tác giả: Christian Schmidt
• Ngôn ngữ: eng
• ISBN-13: 978-3866441286
• ISBN: KSP/1000006634
• Ký hiệu phân loại: 519.62 Stochastic optimization
• Thông tin xuất bản: Karlsruhe : KIT Scientific Publishing, 2007
• Mô tả vật lý: 1 electronic resource (VII, 128 p. p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 202482

Tóm tắt

This book develops efficient methods for the application of Evolutionary Algorithms on stochastic problems. To achieve this, procedures for statistical selection are systematically analyzed with respect to different measures and significantly improved. It is shown how to adapt one of the best procedures for the needs of Evolutionary Algorithms and Evolutionary operators for efficient implementation in stochastic environments are identified.