{"id":3337,"date":"2017-10-10T13:49:07","date_gmt":"2017-10-10T17:49:07","guid":{"rendered":"https:\/\/www.freelancinggig.com\/blog\/?post_type=glossary&#038;p=3337"},"modified":"2017-10-10T13:49:07","modified_gmt":"2017-10-10T17:49:07","slug":"hill-climbing-search","status":"publish","type":"glossary","link":"https:\/\/www.freelancinggig.com\/blog\/glossary\/hill-climbing-search\/","title":{"rendered":"Hill-Climbing Search"},"content":{"rendered":"<p>It is an iterative algorithm that starts with an arbitrary solution to a problem and attempts to find a better solution by changing a single element of the solution incrementally. If the change produces a better solution, an incremental change is taken as a new solution. This process is repeated until there are no further improvements.<\/p>\n<p>function Hill-Climbing (problem), returns a state that is a local maximum.<\/p>\n<p>inputs: problem, a problem<\/p>\n<p>local variables: current, a node<br>\nneighbor, a node<\/p>\n<p>current &#x2190;Make_Node(Initial-State[problem])<br>\nloop<br>\ndo neighbor &#x2190; a highest_valued successor of current<br>\nif Value[neighbor] &#x2264; Value[current] then<br>\nreturn State[current]<br>\ncurrent &#x2190; neighbor<br>\nend<\/p>\n<p><strong>Disadvantage<\/strong>: This algorithm is neither complete, nor optimal.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>It is an iterative algorithm that starts with an arbitrary solution to a problem and attempts to find a better solution by changing a single &#x2026;<\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"template":"","meta":{"footnotes":""},"class_list":["post-3337","glossary","type-glossary","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Hill-Climbing Search - Developers, Designers &amp; 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