{"product_id":"a-new-bio-inspired-optimization-algorithm-based-on-the-self-defense-mechanism-of-plants-in-nature-9783030055509","title":"A New Bio-Inspired Optimization Algorithm Based on the Self-Defense Mechanism of Plants in Nature","description":"\u003cp\u003e • Author(s): Camilo Caraveo\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Artificial Intelligence - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book presents a new meta-heuristic algorithm, inspired by the self-defense mechanisms of plants in nature. Numerous published works have demonstrated the various self-defense mechanisms (survival strategies) plants use to protect themselves against predatory organisms, such as herbivorous insects. The proposed algorithm is based on the predator-prey mathematical model originally proposed by Lotka and Volterra, consisting of two nonlinear first-order differential equations, which allow the growth of two interacting populations (prey and predator) to be modeled. The proposed meta-heuristic is able to produce excellent results in several sets of benchmark optimization problems. Further, fuzzy logic is used for dynamic parameter adaptation in the algorithm.\u003cbr\u003e\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45276282159255,"sku":"9783030055509","price":3672.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783030055509.webp?v=1769285217","url":"https:\/\/atlanticbooks.com\/products\/a-new-bio-inspired-optimization-algorithm-based-on-the-self-defense-mechanism-of-plants-in-nature-9783030055509","provider":"Atlantic Books","version":"1.0","type":"link"}