import pulp as lp # Initialize the LP problem problem $=$ lp$.$LpProblem$("$Minimum$\_$Workers", lp$.$LpMinimize$)$ # Define variables x $=$ lp$.$LpVariable.dicts$("$Shift$",$ range$(6),$ lowBound$=0,$ cat$=$'Integer'$)$ # Objective function problem $+=$ lp$.$lpSum$($x$[$i$]$ for i in range$(6)),$ "Total Workers" # Constraints requirements $=[8,7,5,4,4,7]$ # Worker requirements for each shift for i in range$(6)$: problem $+=$ x$[$i$]+$ x$[($i$+5)\%6]>=$ requirements$[$i$],$ f$"$Requirement$\_\{$i$\}"$ # Solve the problem problem.solve$()$ # Display the results for v in problem.variables$()$: print$($v$.$name, $"=",$ v$.$varValue$)$ print$("$Total number of workers required:", lp$.$value$($problem$.$objective$)).$pls check and update code to get optimized solution.