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CE identifies conflicts early on, avoids costly redesign, and leads to better products. Our formulation is based on a distributed dynamic interval constraint-satisfaction problem (DDICSP) model. Persistent<jats:italic>catalog agents<\/jats:italic>map onto DDICSP variables and<jats:italic>constraint agents<\/jats:italic>map onto DDICSP constraints. These agents use a set of operations and heuristics to navigate the design space to eliminate sets of designs until a solution is found. Experimental results show that an architecture where each catalog agent resides on a separate computer has performance advantages over nondistributed approaches.<\/jats:p>","DOI":"10.1017\/s0890060400001268","type":"journal-article","created":{"date-parts":[[2010,3,31]],"date-time":"2010-03-31T13:45:56Z","timestamp":1270043156000},"page":"21-36","source":"Crossref","is-referenced-by-count":7,"title":["An attribute-space representation and algorithm for concurrent engineering"],"prefix":"10.1017","volume":"10","author":[{"given":"Timothy P.","family":"Darr","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"William P.","family":"Birmingham","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"56","published-online":{"date-parts":[[2009,2,27]]},"reference":[{"key":"S0890060400001268_ref022","first-page":"4","volume-title":"Eighth National Conference on Artificial Intelligence (AAAI-90)","author":"Freuder","year":"1990"},{"key":"S0890060400001268_ref028","unstructured":"Kannapan S.M. , & Marshek K.M. 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