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integration.d
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// Written in the D programming language
// License: http://www.boost.org/LICENSE_1_0.txt, Boost License 1.0
import options, dexpr, util;
import std.conv;
MapX!(Q!(DExpr,DExpr),DExpr) definiteIntegralCache;
DExpr definiteIntegral(DExpr expr,DExpr facts=one){
auto t=q(expr,facts);
if(t in definiteIntegralCache) return definiteIntegralCache[t];
auto r=definiteIntegralImpl(t.expand);
definiteIntegralCache[t]=r;
return r;
}
private DExpr definiteIntegralImpl(DExpr expr,DExpr facts=one){
auto var=db1;
auto nexpr=expr.simplify(facts.incDeBruijnVar(1,0).simplify(one));
if(expr != nexpr) expr=nexpr;
if(expr == zero) return zero;
auto ow=expr.splitMultAtVar(var);
ow[0]=ow[0].incDeBruijnVar(-1,0).simplify(facts);
if(ow[0] != one || ow[1] != expr){ // TODO: second disjunct should not to be necessary
if(auto r=definiteIntegral(ow[1],facts)){
return (ow[0]*r).simplify(facts);
}
return null;
}
/+foreach(f;expr.factors){
if(auto case_=cast(DMCase)f){
if(!case_.e.hasFreeVar(db1)){
auto val=case_.val.incDeBruijnVar(1,0).substitute(db2,db1).incDeBruijnVar(-1,1);
auto rest=expr.withoutFactor(f).incDeBruijnVar(1,1);
auto vali=definiteIntegral(val*rest,facts);
auto erri=definiteIntegral(case_.err*rest,facts);
if(vali&&erri){
auto e=case_.e.incDeBruijnVar(-1,0);
return dMCase(e,vali,erri).simplify(facts);
}
}
}
}+/
DExpr discDeltaSubstitution(){
foreach(f;expr.factors){
if(!f.hasFreeVar(var)) continue;
if(auto d=cast(DDiscDelta)f){
if(d.var == var && !d.e.hasFreeVar(var))
return expr.withoutFactor(f).substitute(var,d.e).incDeBruijnVar(-1,0).simplify(facts);
if(d.e == var) // TODO: more complex "inversions"?
return expr.withoutFactor(f).substitute(var,d.var).incDeBruijnVar(-1,0).simplify(facts);
}
}
return null;
}
if(auto r=discDeltaSubstitution())
return r;
DExpr deltaSubstitution(){
// TODO: detect when to give up early?
foreach(f;expr.factors){
if(!f.hasFreeVar(var)) continue;
if(auto d=cast(DDelta)f){
if(auto r=DDelta.performSubstitution(d,expr.withoutFactor(f)))
return r.simplify(facts);
}
}
return null;
}
if(auto r=deltaSubstitution()) return r;
foreach(T;Seq!(DDiscDelta,DDelta,DIvr)){ // TODO: need to split on DIvr?
foreach(f;expr.factors){
if(auto p=cast(DPlus)f){
bool check(){
foreach(d;p.allOf!T(true))
if(d.hasFreeVar(var))
return true;
return false;
}
if(check()){
DExprSet works;
DExprSet doesNotWork;
bool simpler=false;
foreach(k;distributeMult(p,expr.withoutFactor(f))){
k=k.simplify(facts.incDeBruijnVar(1,0).simplify(one));
auto ow2=k.splitMultAtVar(var);
ow2[0]=ow2[0].incDeBruijnVar(-1,0).simplify(facts);
if(ow2[0] == zero){ simpler=true; continue; }
auto r=definiteIntegral(ow2[1],facts);
if(r){
DPlus.insert(works,ow2[0]*r);
simpler=true;
}else DPlus.insert(doesNotWork,k);
}
if(simpler){
auto r=dPlus(works).simplify(facts);
if(doesNotWork.length) r = r + dInt(dPlus(doesNotWork));
return r;
}
}
}
}
}
nexpr=expr.linearizeConstraints!(x=>!!cast(DDelta)x)(var).simplify(facts.incDeBruijnVar(1,0).simplify(one)); // TODO: only linearize the first feasible delta.
if(nexpr != expr) return definiteIntegral(nexpr,facts);
/+if(auto r=deltaSubstitution(true))
return r;+/
if(expr == one) return null; // (infinite integral)
if(opt.integrationLevel!=IntegrationLevel.deltas){
nexpr=expr.linearizeConstraints!(x=>!!cast(DIvr)x)(var).simplify(facts.incDeBruijnVar(1,0).simplify(one));
if(nexpr != expr) return definiteIntegral(nexpr,facts);
if(auto r=definiteIntegralContinuous(expr,facts))
return r;
}
// pull sums out
foreach(f;expr.factors){
if(auto sum=cast(DSum)f){
auto nexpr2=sum.expr.incDeBruijnVar(1,0).substitute(db3,db1).incDeBruijnVar(-1,2)*expr.withoutFactor(f).incDeBruijnVar(1,1);
if(auto r=definiteIntegral(nexpr2,facts.incDeBruijnVar(1,0).simplify(one)))
return dSum(r).simplify(facts);
}
}
// Fubini
DExpr fubini(){
bool hasInt=false;
Q!(DExpr,int) fubiRec(DExpr cur){
// TODO: execute incDeBruijnVar only once for each subexpression
// (such that the running time is linear in the expression size)
DExpr r=one;
foreach(f;cur.factors)
if(!cast(DInt)f)
r=r*f;
int numVars=0;
foreach(f;cur.factors){
if(auto other=cast(DInt)f){
hasInt=true;
auto en=fubiRec(other.expr);
r=r.incDeBruijnVar(en[1],0);
r=r*en[0].incDeBruijnVar(numVars,en[1]);
numVars+=en[1];
}
}
return q(r,numVars+1);
}
auto fubiExprNumVars=fubiRec(expr);
if(!hasInt) return null;
auto fubiExpr=fubiExprNumVars[0], numFubiVars=fubiExprNumVars[1];
fubiExpr=fubiExpr.incDeBruijnVar(1,0).substitute(dDeBruijnVar(numFubiVars+1),db1).incDeBruijnVar(-1,numFubiVars);
auto r=definiteIntegral(fubiExpr,facts.incDeBruijnVar(numFubiVars-1,0).simplify(one));
if(!r) return null;
foreach_reverse(v;0..numFubiVars-1) r=dInt(r);
return r.simplify(facts);
}
assert(var == db1);
if(auto r=fubini()) return r;
if(!expr.hasFreeVar(var)) return expr.incDeBruijnVar(-1,0)*dInt(one); // (infinite integral)
return null;
}
private DExpr definiteIntegralContinuous(DExpr expr,DExpr facts)out(res){
version(INTEGRATION_STATS){
integrations++;
if(res) successfulIntegrations++;
}
}body{
// ensure integral is continuous
auto var=db1;
if(!expr.isContinuousMeasureIn(var)) return null;
if(auto r=tryIntegrate(expr))
return r.simplify(facts);
return null;
}
DExpr fromTo(DExpr anti,DExpr lower,DExpr upper,DExpr lowLeUp=null){ // lower=null: lower=-∞. upper=0: upper=∞
if(!lowLeUp) lowLeUp=dLe(lower,upper);
auto var=db1;
//dw(anti.substitute(var,lower).simplify(one)," ",lower," ",upper);
auto lo=lower?unbind(anti,lower):null;
auto up=upper?unbind(anti,upper):null;
if(lower&&upper){
//dw("??! ",dDiff(var,anti).simplify(one));
//dw(anti.substitute(var,upper).simplify(one));
//dw(anti.substitute(var,lower).simplify(one));
return lowLeUp*(up-lo);
}
if(!lo) lo=dLimSmp(var,-dInf,anti,one).incDeBruijnVar(-1,0);
if(!up) up=dLimSmp(var,dInf,anti,one).incDeBruijnVar(-1,0);
if(lo.isInfinite() || up.isInfinite()) return null;
if(lo.hasLimits() || up.hasLimits()) return null;
return up-lo;
}
DExpr tryGetAntiderivative(DExpr expr){
auto var=db1;
auto ow=expr.splitMultAtVar(var);
ow[0]=ow[0].simplify(one);
if(ow[0] != one){
if(auto rest=tryGetAntiderivative(ow[1].simplify(one)))
return ow[0]*rest;
return null;
}
auto lexpr=expr.linearizeConstraints(var).simplify(one);
if(lexpr != expr) return tryGetAntiderivative(lexpr);
foreach(ff;expr.factors){ // incorporate Iverson brackets
if(!cast(DIvr)ff) continue;
auto ivrsNonIvrs=splitIvrsIntegral(expr);
final switch(ivrsNonIvrs[0]) with(SplitIvrsIntegral){
case fail: return null;
case success: break;
case zero: return .zero;
}
auto ivrs=ivrsNonIvrs[1][0].simplify(one),nonIvrs=ivrsNonIvrs[1][1].simplify(one);
assert(ivrs&&nonIvrs);
assert(ivrs.factors.all!(x=>x==one||cast(DIvr)x&&x.hasFreeVar(var)));
auto loup=ivrs.getBoundsForVar(var);
if(!loup[0]) return null;
auto lower=loup[1][0],upper=loup[1][1];
auto antid=tryGetAntiderivative(nonIvrs);
if(!antid) return null;
// TODO: handle the case where antid.substitute(var,lower) or antid.substitute(var,upper) are infinite properly
// (this will 'just work' formally, but it is an ugly hack.)
if(lower) antid=dLe(lower,var)*antid+dLt(var,lower)*antid.substitute(var,lower);
if(upper) antid=dLe(var,upper)*antid+dLt(upper,var)*antid.substitute(var,upper);
return antid.simplify(one);
}
static DExpr safeLog(DExpr e){ // TODO: integrating 1/x over 0 diverges (not a problem for integrals occurring in the analysis)
return dLog(e)*dGtZ(e)+dLog(-e)*dLtZ(e);
}
if(auto p=cast(DPow)expr){
if(!p.operands[1].hasFreeVar(var)){
if(p.operands[0] == var){
// constraint: lower && upper
return (safeLog(var)*
dEqZ(p.operands[1]+1)
+(var^^(p.operands[1]+1))/(p.operands[1]+1)*
dNeqZ(p.operands[1]+1)).simplify(one);
}
auto ba=p.operands[0].asLinearFunctionIn(var);
auto b=ba[0],a=ba[1];
if(a && b){
return (dNeqZ(a)*((safeLog(p.operands[0])*
dEqZ(p.operands[1]+1)
+(p.operands[0]^^(p.operands[1]+1))/(p.operands[1]+1)*
dNeqZ(p.operands[1]+1))/a)
+dEqZ(a)*var*b^^p.operands[1]).simplify(one);
}
}
if(!p.operands[0].hasFreeVar(var)){
auto k=(safeLog(p.operands[0])*p.operands[1]).simplify(one);
// need to integrate e^^(k(x)).
auto ba=k.asLinearFunctionIn(var);
auto b=ba[0],a=ba[1];
if(a && b){
assert(!a.hasFreeVar(var));
return dNeqZ(a)*dE^^k/a + dEqZ(a)*var*dE^^b;
}
}
}
if(expr == one) return var; // constraint: lower && upper
if(auto poly=expr.asPolynomialIn(var)){
DExprSet s;
foreach(i,coeff;poly.coefficients){
assert(i<size_t.max);
DPlus.insert(s,coeff*var^^(i+1)/(i+1));
}
// constraint: lower && upper
return dPlus(s);
}
if(auto p=cast(DLog)expr){
auto ba=p.e.asLinearFunctionIn(var);
auto b=ba[0],a=ba[1];
if(a && b){
static DExpr logIntegral(DVar x,DExpr a, DExpr b){
return (x+b/a)*safeLog(a*x+b)-x;
}
return dNeqZ(a)*logIntegral(var,a,b)+dEqZ(a)*var*dLog(b);
}
}
// integrate log(x)ʸ/x to log(x)ʸ⁺¹/(y+1)
if(auto p=cast(DMult)expr){
auto inv=1/var;
if(p.hasFactor(inv)){
auto without=p.withoutFactor(inv);
DExpr y=null;
// TODO: linear functions of var
if(auto l=cast(DLog)without){
if(l.e == var) y=one;
}else if(auto pw=cast(DPow)without){
if(auto l=cast(DLog)pw.operands[0])
if(l.e == var) y=pw.operands[1];
}
if(y !is null && !y.hasFreeVar(var)){
return dEqZ(y+1)*safeLog(safeLog(var))+
dNeqZ(y+1)*safeLog(var)^^(y+1)/(y+1);
}
}
}
// integrate log to some positive integer power
if(auto p=cast(DPow)expr){
if(auto l=cast(DLog)p.operands[0]){
auto ba=l.e.asLinearFunctionIn(var);
auto b=ba[0],a=ba[1];
if(a && b){
if(auto n=p.operands[1].isInteger()){
DExpr dInGamma(DExpr a,DExpr z){
a=a.incDeBruijnVar(1,0), z=z.incDeBruijnVar(1,0);
auto t=db1;
return dIntSmp(t^^(a-1)*dE^^(-t)*dLe(z,t),one);
}
if(n.c>0)
return dNeqZ(a)*dNeqZ(a*var+b)*mone^^n*dInGamma(n+1,-dLog(a*var+b))/a
+ dEqZ(a)*var*dLog(b)^^n;
}
}
}
}
DExpr gaussianIntegral(DVar v,DExpr e){
// detect e^^(-a*x^^2+b*x+c), and integrate to e^^(b^^2/4a+c)*(pi/a)^^(1/2).
// TODO: this currently assumes that a≥0. (The produced expressions are still formally correct if √(-1)=i)
auto p=cast(DPow)e;
if(!p||!cast(DE)p.operands[0]) return null;
auto q=p.operands[1].asPolynomialIn(v,2);
if(!q.initialized||q.degree!=2) return null;
auto qc=q.coefficients;
auto a=-qc.get(2,zero),b=qc.get(1,zero),c=qc.get(0,zero);
// -a(x-b/2a)²=-ax²+bx-b²/4a
// -ax²+bx+c =-a(x-b/2a)²+b²/4a+c
// -ax²+bx+c =-(√(a)x-b/2√a)²+b²/4a+c
// e^(-ax²+bx+c) = e^(b²/4a+c)·e^-(√(a)x-b/2√a)²
// ∫dx e^(-ax²+bx+c)[l≤x≤r] = e^(b²/4a+c)·∫dx(e^-(√(a)x-b/(2√a))²[l≤x≤r]
// = e^(b²/4a+c)·⅟√a∫dx(e^-x²)[l≤x/√(a)+b/(2a)≤r]
// = e^(b²/4a+c)·⅟√a∫dx(e^-x²)[l*(√(a))-b/(2√(a))≤x≤r*(√(a))-b/(2√(a))]
auto fac=dE^^(b^^2/(4*a)+c)*(one/a)^^(one/2);
DExpr transform(DExpr x){
if(x == dInf || x == -dInf) return x;
auto sqrta=a^^(one/2);
return sqrta*x-b/(2*sqrta);
}
// constraints: none!
auto r=dNeqZ(a)*fac*dGaussInt(transform(v));
auto isZero=dEqZ(a).simplify(one);
if(isZero!=zero){
auto rest=tryGetAntiderivative(dE^^(b*v+c));
if(!rest) return null;
r=r+isZero*rest;
}
return r;
}
if(auto gauss=gaussianIntegral(var,expr)) return gauss;
// TODO: this is just a list of special cases. Generalize!
DExpr doubleGaussIntegral(DVar var,DExpr e){
auto gi=cast(DGaussInt)e;
if(!gi) return null;
auto ba=gi.x.asLinearFunctionIn(var);
auto b=ba[0],a=ba[1];
if(a&&b){
static DExpr primitive(DExpr e){
if(e == -dInf) return zero;
return dGaussInt(e)*e+dE^^(-e^^2)/2;
}
// constraints: upper
return dNeqZ(a)*primitive(gi.x)/a
+ dEqZ(a)*var*dGaussInt(b);
}
return null;
}
if(auto dgauss=doubleGaussIntegral(var,expr)) return dgauss;
DExpr gaussIntTimesGauss(DVar var,DExpr e){
//∫dx (d/dx)⁻¹[e^(-x²)](g(x))·f(x) = (d/dx)⁻¹[e^(-x²)](g(x))·∫dx f(x) - ∫dx (g'(x)e^(-g(x)²)·∫dx f(x))
auto m=cast(DMult)e;
if(!m) return null;
DGaussInt gaussFact=null;
foreach(f;m.factors){
if(auto g=cast(DGaussInt)f){
gaussFact=g;
break;
}
}
if(!gaussFact) return null;
auto rest=m.withoutFactor(gaussFact);
auto gauss=dDiff(var,gaussFact).simplify(one);
auto intRest=tryGetAntiderivative(rest);
if(!intRest) return null;
if(e == (gauss*intRest).simplify(one)){ // TODO: handle all cases
return gaussFact*intRest/2;
}
return null;
}
if(auto dgaussTG=gaussIntTimesGauss(var,expr)) return dgaussTG;
// partial integration for polynomials
static DExpr partiallyIntegratePolynomials(DVar var,DExpr e){ // TODO: is this well founded?
// NOTE: most of this code is duplicated in summation.d
import std.algorithm,std.array,std.range;
static MapX!(Q!(DVar,DExpr),DExpr) memo;
auto t=q(var,e);
if(t in memo) return memo[t];
static int whichTau=0;
auto tau=freshVar("τ"~lowNum(++whichTau));
/+scope(exit){
foreach(k,v;memo){
assert(!v||!v.hasFreeVar(tau));
assert(!k[1].hasFreeVar(tau));
}
}+/
import std.array: array;
auto vars=e.freeVars.setx.array;
auto token=dDistApply(tau,dTuple(cast(DExpr[])vars));
memo[t]=token;
auto fail(){
memo[t]=null;
Q!(DVar,DExpr)[] toRemove;
foreach(k,v;memo){ // TODO: this is inefficient. only consider new values.
if(!v||!v.hasFreeVar(tau)) continue;
toRemove~=k;
}
foreach(k;toRemove) memo.remove(k);
return null;
}
auto succeed(DExpr r){
assert(!r.hasFreeVar(tau));
memo[t]=r;
foreach(k,ref v;memo){ // TODO: this is inefficient. only consider new values.
if(!v||!v.hasFreeVar(tau)) continue;
v=v.substitute(tau,dDistLambda(r.substituteAll(vars,iota(vars.length).map!(i=>db1[i.dℚ]).array))).simplify(one);
}
return r;
}
auto m=cast(DMult)e;
if(!m) return fail();
DExpr polyFact=null;
foreach(f;m.factors){
if(auto p=cast(DPow)f){
if(p.operands[0] == var){
if(auto c=p.operands[1].isInteger()){
if(c.c>0){ polyFact=p; break; }
}
}
}
if(f == var){ polyFact=f; break; }
}
if(!polyFact) return fail();
auto rest=m.withoutFactor(polyFact);
auto intRest=tryGetAntiderivative(rest);
if(!intRest) return fail();
auto diffPoly=dDiff(var,polyFact);
auto diffRest=(diffPoly*intRest).polyNormalize(var).simplify(one);
auto intDiffPolyIntRest=tryGetAntiderivative(diffRest);
//dw("!! ",diffRest.substitute(db2,"k".dVar).simplify(one));
//dw("!! ",intDiffPolyIntRest.substitute(db2,"k".dVar).simplify(one));
if(!intDiffPolyIntRest) return fail();
auto r=polyFact*intRest-intDiffPolyIntRest;
if(!r.hasFreeVar(tau)) return succeed(r);
auto sigma=freshVar("σ");
auto h=r.simplify(one).getHoles!(x=>x==token?token:null,DDistApply);
r=h.expr.substituteAll(h.holes.map!(x=>x.var).array,(cast(DExpr)sigma).repeat(h.holes.length).array);
if(auto s=(r-sigma).simplify(one).solveFor(sigma)){
s=s.substitute(tau,dDistLambda(s.substituteAll(vars,iota(vars.length).map!(i=>db1[i.dℚ]).array))).simplify(one);
if(s.hasFreeVar(tau)) return fail();
return succeed(s);
}
return fail();
}
if(auto partPoly=partiallyIntegratePolynomials(var,expr)) return partPoly;
// x = ∫ u'v
// (uv)' = uv'+u'v
// ∫(uv)' = ∫uv'+∫u'v
// uv+C = ∫uv'+∫u'v
//
//auto factors=splitIntegrableFactor(expr);
//dw(factors[1]);
//dw("!! ",dDiff(var,factors[1]));
if(auto p=cast(DPlus)expr.polyNormalize(var).simplify(one)){
DExpr r=zero;
foreach(s;p.summands){
auto a=tryGetAntiderivative(s);
if(!a) return null;
r=r+a;
}
return r;
}
return null; // no simpler expression available
}
MapX!(DExpr,DExpr) tryIntegrateCache;
private DExpr tryIntegrate(DExpr expr){
if(expr in tryIntegrateCache) return tryIntegrateCache[expr];
auto r=tryIntegrateImpl(expr);
tryIntegrateCache[expr]=r;
return r;
}
enum SplitIvrsIntegral{
fail,
success,
zero
}
Q!(SplitIvrsIntegral,DExpr[2]) splitIvrsIntegral(DExpr expr){
auto var=db1;
DExpr ivrs=one,nonIvrs=one;
foreach(f;setx(expr.factors)){
auto ivr=cast(DIvr)f;
if(!ivr){ nonIvrs=nonIvrs*f; continue; }
assert(!!ivr);
if(ivr.type==DIvr.Type.eqZ||ivr.type==DIvr.Type.neqZ){
bool mustHaveZerosOfMeasureZero(){
auto e=ivr.e;
if(e != e.linearizeConstraints(var)) return false; // TODO: guarantee this condition
if(e.hasAny!DIvr) return false; // TODO: make sure this cannot actually happen
if(e.hasAny!DFloor||e.hasAny!DCeil) return false;
if(e.hasAny!DDistApply) return false; // TODO: some proofs still possible
return true;
}
if(mustHaveZerosOfMeasureZero()){
if(ivr.type==DIvr.Type.eqZ) return q(SplitIvrsIntegral.zero,(DExpr[2]).init);
if(ivr.type==DIvr.Type.neqZ) continue;
}else return q(SplitIvrsIntegral.fail,(DExpr[2]).init);
}
assert(ivr.type!=DIvr.Type.lZ);
ivrs=ivrs*ivr;
}
return q(SplitIvrsIntegral.success,cast(DExpr[2])[ivrs,nonIvrs]);
}
private DExpr tryIntegrateImpl(DExpr expr){
auto var=db1;
assert(expr.factors.all!(x=>!cast(DDelta)x));
auto lexpr=expr.linearizeConstraints(var).simplify(one);
if(lexpr != expr) return tryIntegrate(lexpr);
auto ivrsNonIvrs=splitIvrsIntegral(expr);
final switch(ivrsNonIvrs[0]) with(SplitIvrsIntegral){
case fail: return null;
case success: break;
case zero: return .zero;
}
assert(ivrsNonIvrs[1][0]&&ivrsNonIvrs[1][1]);
auto ivrs=ivrsNonIvrs[1][0].simplify(one);
expr=ivrsNonIvrs[1][1].simplify(one);
assert(ivrs==one||ivrs.factors.all!(x=>!!cast(DIvr)x));
auto loup=ivrs.getBoundsForVar(var);
if(!loup[0]) return null;
DExpr lower=loup[1][0].maybe!(x=>x.incDeBruijnVar(-1,0)),upper=loup[1][1].maybe!(x=>x.incDeBruijnVar(-1,0)),lowLeUp=loup[1][2].maybe!(x=>x.incDeBruijnVar(-1,0));
//dw(var," ",expr," ",ivrs);
//dw(antid.antiderivative);
//dw(dDiff(var,antid.antiderivative.simplify(one)).simplify(one));
if(auto anti=tryGetAntiderivative(expr)){
/+writeln("integrand: ",expr/+.toString(Format.mathematica)+/);
auto r=anti.fromTo(lower,upper);
if(r) r=r.simplify(one);
writeln("integrated: ",r?r.incDeBruijnVar(1,0).toString(/+Format.mathematica+/):"?");
dw("loup: ", lower," ",upper);+/
return anti.fromTo(lower,upper,lowLeUp);
}
if(auto p=cast(DPlus)expr.polyNormalize(var)){
DExprSet works;
DExprSet doesNotWork;
bool ok=true;
foreach(s;p.summands){
auto ow=s.splitMultAtVar(var);
ow[0]=ow[0].incDeBruijnVar(-1,0).simplify(one);
auto t=tryIntegrate(ow[1]);
if(t) DPlus.insert(works,ow[0]*t);
else DPlus.insert(doesNotWork,s);
}
if(works.length) return dPlus(works)+dInt((dPlus(doesNotWork)*ivrs));
}//else dw("fail: ","Integrate[",expr.toString(Format.mathematica),",",var.toString(Format.mathematica),"]");
return null; // no simpler expression available
}