{"product_id":"on-multi-objective-optimization-based-on-ant-colony-optimization-developing-an-ant-colony-optimization-algorithm-for-engineering-applications-von-rizk-masoud-rizk-allah-abd-allah-a-mousa","title":"On Multi-objective Optimization Based on Ant Colony Optimization","description":"\u003cp\u003eAnt Colony Optimization (ACO) is a meta-heuristic algorithm which has been successfully applied to tackle various combinatorial optimization problems, but its ability to cope with multi-objective optimization problems is yet to be explored widely. Since most real-world search and optimization problems are naturally posed as non-linear programming problems having multi-objective problems. Therefore, the principal goal of this work aims to implement a specialized version of the ant colony optimization algorithm capable of finding a set of solutions for multi-objective optimization problems. Features relevant to ant colony optimization include a highly efficient form of best-path exploitation (pheromone detection), and a sensible mechanism for exploration (probabilistic path selection). The results demonstrate superiority of the proposed algorithm and confirm its potential to solve the multi-objective problems and engineering applications.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783659553226\"\u003e\u003ch3\u003eDeveloping an Ant Colony Optimization Algorithm for Engineering Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783659553226","offer_id":39434289053789,"sku":"9783659553226","price":71.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/2afda095-708f-41fb-9cb1-39ad3224ba22.jpg?v=1772864444","url":"https:\/\/shop.autorenwelt.de\/en\/products\/on-multi-objective-optimization-based-on-ant-colony-optimization-developing-an-ant-colony-optimization-algorithm-for-engineering-applications-von-rizk-masoud-rizk-allah-abd-allah-a-mousa","provider":"Autorenwelt Shop","version":"1.0","type":"link"}