Stochastic Optimization : Seeing the Optimal for the Uncertain

• Tác giả: Ioannis Dritsas
• Ngôn ngữ: eng
• ISBN-13: 978-9535155171
• Ký hiệu phân loại: 850 Literatures of Italian, Sardinian, Dalmatian,
• Thông tin xuất bản: Croatia : IntechOpen, 2011
• Mô tả vật lý: 1 electronic resource (490 p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 205752
• Chủ đề: 1. Applied mathematics

Tóm tắt

Stochastic Optimization Algorithms have become essential tools in solving a wide range of difficult and critical optimization problems. Such methods are able to find the optimum solution of a problem with uncertain elements or to algorithmically incorporate uncertainty to solve a deterministic problem. They even succeed in fighting uncertainty with uncertainty. This book discusses theoretical aspects of many such algorithms and covers their application in various scientific fields.