{"title":"Holly Drennan Deyo","description":null,"products":[{"product_id":"dare-to-prepare-5th-edition-5th-edition-book-emergency-disast-9780985294526","title":"Dare to Prepare 5th Edition 5th Edition","description":null,"brand":"WoB","offers":[{"title":"US \/ GOOD \/ SBYB","offer_id":49676739281169,"sku":"CINB00LPX07JAG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":50809218695441,"sku":"CINB00LPX07JAVG","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/B00LPX07JA.jpg?v=1750706246"},{"product_id":"dare-to-prepare-book-holly-drennan-deyo-9780972768856","title":"Dare to Prepare!","description":null,"brand":"WoB","offers":[{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":49894645596433,"sku":"GOR013809156","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":51328202408209,"sku":"CIN0972768858VG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ GOOD \/ SBYB","offer_id":51831066689809,"sku":"CIN0972768858G","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/0972768858.jpg?v=1751108954"},{"product_id":"prophetic-perils-book-holly-deyo-9780985294564","title":"Prophetic Perils","description":"\u003cp\u003eThis book describes a general hybrid metaheuristic for combinatorial optimization labeled Construct, Merge, Solve \u0026amp; Adapt (CMSA). The general idea of standard CMSA is the following one. At each iteration, a number of valid solutions to the tackled problem instance are generated in a probabilistic way. Hereby, each of these solutions is composed of a set of solution components. The components found in the generated solutions are then added to an initially empty sub-instance. Next, an exact solver is applied in order to compute the best solution of the sub-instance, which is then used to update the sub-instance provided as input for the next iteration. In this way, the power of exact solvers can be exploited for solving problem instances much too large for a standalone application of the solver.\u003c\/p\u003e \u003cp\u003eImportant research lines on CMSA from recent years are covered in this book. After an introductory chapter about standard CMSA, subsequent chapters cover a self-adaptive CMSA variant as well as a variant equipped with a learning component for improving the quality of the generated solutions over time. Furthermore, on outlining the advantages of using set-covering-based integer linear programming models for sub-instance solving, the author shows how to apply CMSA to problems naturally modelled by non-binary integer linear programming models. The book concludes with a chapter on topics such as the development of a problem-agnostic CMSA and the relation between large neighborhood search and CMSA. Combinatorial optimization problems used in the book as test cases include the minimum dominating set problem, the variable-sized bin packing problem, and an electric vehicle routing problem.\u003c\/p\u003e \u003cp\u003eThe book will be valuable and is intended for researchers, professionals and graduate students working in a wide range of fields, such as combinatorial optimization, algorithmics, metaheuristics, mathematical modeling, evolutionary computing, operations research, artificial intelligence, or statistics.\u003c\/p\u003e","brand":"WoB","offers":[{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":50327086235921,"sku":"CIN0985294566VG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ GOOD \/ SBYB","offer_id":50375978221841,"sku":"CIN0985294566G","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/0985294566.jpg?v=1751078154"},{"product_id":"dare-to-prepare-6th-editon-2020-printing-book-holly-deyo-9780985294588","title":"Dare To Prepare - 6th Editon 2020 printing","description":null,"brand":"WoB","offers":[{"title":"US \/ GOOD \/ SBYB","offer_id":51354754777361,"sku":"CIN0985294582G","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":51873897906449,"sku":"GOR014439535","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/0985294582.jpg?v=1750916759"}],"url":"https:\/\/www.worldofbooks.com\/en-gb\/collections\/author-books-by-holly-drennan-deyo.oembed","provider":"World of Books ","version":"1.0","type":"link"}