{"product_id":"9781138373464","title":"Nested algorithms for optimal reservoir operation and their embedding in a decision support platform (Ihe Delft Phd Thesis Series)","description":"\u003cp\u003eThe thesis presents novel algorithms for optimal reservoir operation, named nested DP (nDP), nested SDP (nSDP), nested reinforcement learning (nRL) and their multi-objective (MO) variants, correspondingly MOnDP, MOnSDP and MOnRL. \u003cbr\u003eThe idea is to include a nested optimization algorithm into each state transition, which reduces the initial problem dimension and alleviates the curse of dimensionality. These algorithms can solve multi-objective optimization problems, without significantly increasing the algorithm complexity or the computational expenses.\u003cbr\u003eNested optimization algorithms are embedded in a cloud application platform for water resources modeling and optimization. The platform is available 24\/7, accessible from everywhere, scalable, distributed, interoperable, and it creates a real-time multiuser collaboration platform.\u003c\/p\u003e","brand":"CRC Press","offers":[{"title":"Default Title","offer_id":52325688869175,"sku":"00000_00000_00000_00000","price":1354.44,"currency_code":"MYR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0962\/3548\/7543\/files\/9781138373464-1.jpg?v=1783154810","url":"https:\/\/kinokuniya.com.my\/products\/9781138373464","provider":"Books Kinokuniya Malaysia","version":"1.0","type":"link"}