{"product_id":"membrane-computing-in-optimization-from-biology-to-algorithms-von-emad-nabil-amr-badr","title":"Membrane Computing in Optimization","description":"\u003cp\u003eMembrane Computing (P Systems) is an emergent and promising branch of Natural Computing. Designing P Systems is a heavy difficult problem. Until now there is no tool exists that can help in designing of P systems. This book shows how to use clonal selection algorithm with adaptive mutation in the design of P systems. In Addition the book proposes a Membrane-Immune algorithm that is inspired from the structure of living cells and the vertebrate immune system. The algorithm is tested by solving the Multiple Zero\/One Knapsack Problem. The Membrane-Immune algorithm surpassed two variants of genetic algorithms that solved the same problem. The Membrane-Immune algorithm is also applied to generate a fuzzy rule based system to be used in breast cancer diagnosis. Generating a fuzzy rule system composes an exponential search space, which leads to the area of NP-complete problems. The algorithm is compared with five techniques and surpassed them. Last chapter presents a proposal of P Systems implementation using Cloud Computing. The proposed Implementation is illustrated by solving SAT problem.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783659547997\"\u003e\u003ch3\u003eFrom Biology to Algorithms\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783659547997","offer_id":39448950538333,"sku":"9783659547997","price":71.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/c6bca3f3-463e-4e34-93a1-25cef05e3880.jpg?v=1772865379","url":"https:\/\/shop.autorenwelt.de\/products\/membrane-computing-in-optimization-from-biology-to-algorithms-von-emad-nabil-amr-badr","provider":"Autorenwelt Shop","version":"1.0","type":"link"}